Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ _fit_basinhopping() (in module statsmodels.base.optimizer) _fit_bfgs() (in module statsmodels.base.optimizer) _fit_cg() (in module statsmodels.base.optimizer) _fit_lbfgs() (in module statsmodels.base.optimizer) _fit_ncg() (in module statsmodels.base.optimizer) _fit_newton() (in module statsmodels.base.optimizer) _fit_nm() (in module statsmodels.base.optimizer) _fit_powell() (in module statsmodels.base.optimizer) _MultivariateOLS (class in statsmodels.multivariate.multivariate_ols) _MultivariateOLSResults (class in statsmodels.multivariate.multivariate_ols) _tconfint_generic() (in module statsmodels.stats.weightstats) _tstat_generic() (in module statsmodels.stats.weightstats) _zconfint_generic() (in module statsmodels.stats.weightstats) _zstat_generic() (in module statsmodels.stats.weightstats) _zstat_generic2() (in module statsmodels.stats.weightstats) A abline_plot() (in module statsmodels.graphics.regressionplots) absnormalg (in module statsmodels.sandbox.distributions.transformed) acf() (in module statsmodels.tsa.stattools) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) acf2spdfreq() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) acorr() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) acorr_breusch_godfrey() (in module statsmodels.stats.diagnostic) acorr_ljungbox() (in module statsmodels.stats.diagnostic) acorr_lm() (in module statsmodels.stats.diagnostic) acovf() (in module statsmodels.tsa.stattools) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) ACSkewT_gen (class in statsmodels.sandbox.distributions.extras) add_array() (statsmodels.iolib.summary2.Summary method) add_base() (statsmodels.iolib.summary2.Summary method) add_constant() (in module statsmodels.tools.tools) add_df() (statsmodels.iolib.summary2.Summary method) add_dict() (statsmodels.iolib.summary2.Summary method) add_extra_txt() (statsmodels.iolib.summary.Summary method) add_lag() (in module statsmodels.tsa.tsatools) add_table_2cols() (statsmodels.iolib.summary.Summary method) add_table_params() (statsmodels.iolib.summary.Summary method) add_text() (statsmodels.iolib.summary2.Summary method) add_title() (statsmodels.iolib.summary2.Summary method) add_trend() (in module statsmodels.tsa.tsatools) adfuller() (in module statsmodels.tsa.stattools) aggregate_raters() (in module statsmodels.stats.inter_rater) aic (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.ResultMixin attribute) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) (statsmodels.genmod.qif.QIFResults attribute) (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) aic() (in module statsmodels.tools.eval_measures) (statsmodels.tsa.vector_ar.svar_model.SVARResults property) (statsmodels.tsa.vector_ar.var_model.VARResults property) aic_hurvich() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) aic_sigma() (in module statsmodels.tools.eval_measures) aicc (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) aicc() (in module statsmodels.tools.eval_measures) aicc_sigma() (in module statsmodels.tools.eval_measures) allpairtest() (statsmodels.sandbox.stats.multicomp.MultiComparison method) anderson_statistic() (in module statsmodels.stats.diagnostic) AndrewWave (class in statsmodels.robust.norms) anova_lm() (in module statsmodels.stats.anova) anova_ols() (in module statsmodels.sandbox.regression.anova_nistcertified) anova_oneway() (in module statsmodels.sandbox.regression.anova_nistcertified) AnovaRM (class in statsmodels.stats.anova) append() (statsmodels.iolib.table.SimpleTable method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) apply() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) approx_fprime() (in module statsmodels.tools.numdiff) approx_fprime_cs() (in module statsmodels.tools.numdiff) approx_hess1() (in module statsmodels.tools.numdiff) approx_hess2() (in module statsmodels.tools.numdiff) approx_hess3() (in module statsmodels.tools.numdiff) approx_hess_cs() (in module statsmodels.tools.numdiff) AR (class in statsmodels.tsa.ar_model) ar2arma() (in module statsmodels.tsa.arima_process) ar_lags() (statsmodels.tsa.ar_model.AutoReg property) (statsmodels.tsa.ar_model.AutoRegResults property) ar_select_order() (in module statsmodels.tsa.ar_model) arfreq (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) ARIMA (class in statsmodels.tsa.arima.model) (class in statsmodels.tsa.arima_model) ARIMAResults (class in statsmodels.tsa.arima.model) (class in statsmodels.tsa.arima_model) ARMA (class in statsmodels.tsa.arima_model) arma2ar() (in module statsmodels.tsa.arima_process) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) arma2ma() (in module statsmodels.tsa.arima_process) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) arma_acf() (in module statsmodels.tsa.arima_process) arma_acovf() (in module statsmodels.tsa.arima_process) arma_generate_sample() (in module statsmodels.tsa.arima_process) arma_impulse_response() (in module statsmodels.tsa.arima_process) arma_order_select_ic() (in module statsmodels.tsa.stattools) arma_pacf() (in module statsmodels.tsa.arima_process) arma_periodogram() (in module statsmodels.tsa.arima_process) ArmaFft (class in statsmodels.sandbox.tsa.fftarma) ArmaProcess (class in statsmodels.tsa.arima_process) ARMAResults (class in statsmodels.tsa.arima_model) arparams (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) ARResults (class in statsmodels.tsa.ar_model) arroots (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) arroots() (statsmodels.sandbox.tsa.fftarma.ArmaFft property) (statsmodels.tsa.arima_process.ArmaProcess property) as_csv() (statsmodels.iolib.summary.Summary method) (statsmodels.iolib.table.SimpleTable method) as_html() (statsmodels.iolib.summary.Summary method) (statsmodels.iolib.summary2.Summary method) (statsmodels.iolib.table.SimpleTable method) as_latex() (statsmodels.iolib.summary.Summary method) (statsmodels.iolib.summary2.Summary method) as_latex_tabular() (statsmodels.iolib.table.SimpleTable method) as_text() (statsmodels.iolib.summary.Summary method) (statsmodels.iolib.summary2.Summary method) (statsmodels.iolib.table.SimpleTable method) asrepeats() (statsmodels.stats.weightstats.DescrStatsW method) AutoReg (class in statsmodels.tsa.ar_model) Autoregressive (class in statsmodels.genmod.cov_struct) autoregressive() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) AutoRegResults (class in statsmodels.tsa.ar_model) B banddepth() (in module statsmodels.graphics.functional) baseline_cumulative_hazard (statsmodels.duration.hazard_regression.PHRegResults attribute) baseline_cumulative_hazard() (statsmodels.duration.hazard_regression.PHReg method) baseline_cumulative_hazard_function (statsmodels.duration.hazard_regression.PHRegResults attribute) baseline_cumulative_hazard_function() (statsmodels.duration.hazard_regression.PHReg method) BayesGaussMI (class in statsmodels.imputation.bayes_mi) BayesMixedGLMResults (class in statsmodels.genmod.bayes_mixed_glm) bcov_scaled (statsmodels.robust.robust_linear_model.RLMResults attribute) bcov_unscaled (statsmodels.robust.robust_linear_model.RLMResults attribute) bds() (in module statsmodels.tsa.stattools) beanplot() (in module statsmodels.graphics.boxplots) bias() (in module statsmodels.tools.eval_measures) bic (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.ResultMixin attribute) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) (statsmodels.genmod.qif.QIFResults attribute) (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) bic() (in module statsmodels.tools.eval_measures) (statsmodels.tsa.vector_ar.svar_model.SVARResults property) (statsmodels.tsa.vector_ar.var_model.VARResults property) bic_sigma() (in module statsmodels.tools.eval_measures) binary (in module statsmodels.genmod.families.varfuncs) BinaryModel (class in statsmodels.discrete.discrete_model) BinaryResults (class in statsmodels.discrete.discrete_model) bind() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.representation.Representation method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) binom_test() (in module statsmodels.stats.proportion) binom_test_reject_interval() (in module statsmodels.stats.proportion) binom_tost() (in module statsmodels.stats.proportion) binom_tost_reject_interval() (in module statsmodels.stats.proportion) Binomial (class in statsmodels.genmod.families.family) (class in statsmodels.genmod.families.varfuncs) BinomialBayesMixedGLM (class in statsmodels.genmod.bayes_mixed_glm) bkfilter() (in module statsmodels.tsa.filters.bk_filter) bootstrap() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) breaks_cusumolsresid() (in module statsmodels.stats.diagnostic) breaks_hansen() (in module statsmodels.stats.diagnostic) breslow_gradient() (statsmodels.duration.hazard_regression.PHReg method) breslow_hessian() (statsmodels.duration.hazard_regression.PHReg method) breslow_loglike() (statsmodels.duration.hazard_regression.PHReg method) bse (statsmodels.base.distributed_estimation.DistributedResults attribute) (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.LikelihoodModelResults attribute) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.duration.hazard_regression.PHRegResults attribute) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) (statsmodels.genmod.qif.QIFResults attribute) (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.robust.robust_linear_model.RLMResults attribute) (statsmodels.sandbox.regression.gmm.GMMResults attribute) (statsmodels.sandbox.regression.gmm.IVGMMResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) bse_() (statsmodels.sandbox.regression.gmm.GMMResults property) (statsmodels.sandbox.regression.gmm.IVGMMResults property) bse_fe (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) bse_re (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) bsejac (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.ResultMixin attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) bsejhj (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.ResultMixin attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) BSplines (class in statsmodels.gam.smooth_basis) burg() (in module statsmodels.regression.linear_model) bw_scott() (in module statsmodels.nonparametric.bandwidths) bw_silverman() (in module statsmodels.nonparametric.bandwidths) C cached_means (statsmodels.genmod.generalized_estimating_equations.GEE attribute) (statsmodels.genmod.generalized_estimating_equations.NominalGEE attribute) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE attribute) calc_cov_params() (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) calc_weightmatrix() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) CanCorr (class in statsmodels.multivariate.cancorr) cat2dummy() (in module statsmodels.sandbox.regression.try_catdata) categorical() (in module statsmodels.tools.tools) catstack() (in module statsmodels.sandbox.stats.multicomp) cauchy (class in statsmodels.genmod.families.links) CausalityTestResults (class in statsmodels.tsa.vector_ar.hypothesis_test_results) ccf() (in module statsmodels.tsa.stattools) ccols (in module statsmodels.sandbox.stats.multicomp) ccovf() (in module statsmodels.tsa.stattools) cdf (statsmodels.nonparametric.kde.KDEUnivariate attribute) cdf() (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.nonparametric.kernel_density.KDEMultivariate method) (statsmodels.nonparametric.kernel_density.KDEMultivariateConditional method) (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) CDFLink (class in statsmodels.genmod.families.links) censored() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) centered_resid (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) centered_tss (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) cffilter() (in module statsmodels.tsa.filters.cf_filter) check_order() (statsmodels.tsa.vector_ar.svar_model.SVAR method) check_rank() (statsmodels.tsa.vector_ar.svar_model.SVAR method) check_set() (statsmodels.sandbox.stats.multicomp.StepDown method) chi2_contribs (statsmodels.stats.contingency_tables.SquareTable attribute) (statsmodels.stats.contingency_tables.Table attribute) (statsmodels.stats.contingency_tables.Table2x2 attribute) chisq (statsmodels.robust.robust_linear_model.RLMResults attribute) chisquare_effectsize() (in module statsmodels.stats.gof) ci_corr() (statsmodels.emplike.descriptive.DescStatMV method) ci_kurt() (statsmodels.emplike.descriptive.DescStatUV method) ci_mean() (statsmodels.emplike.descriptive.DescStatUV method) ci_skew() (statsmodels.emplike.descriptive.DescStatUV method) ci_var() (statsmodels.emplike.descriptive.DescStatUV method) clean0() (in module statsmodels.tools.tools) clear() (statsmodels.iolib.table.SimpleTable method) (statsmodels.tsa.statespace.kalman_filter.PredictionResults method) clear_data_home() (in module statsmodels.datasets) CLogLog (class in statsmodels.genmod.families.links) cloglog (class in statsmodels.genmod.families.links) clone() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.representation.Representation method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) cluster_list() (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.NominalGEE method) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE method) cochrans_q() (in module statsmodels.sandbox.stats.runs) (in module statsmodels.stats.contingency_tables) coefficients_of_determination (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) cohens_kappa() (in module statsmodels.stats.inter_rater) coint() (in module statsmodels.tsa.stattools) coint_johansen() (in module statsmodels.tsa.vector_ar.vecm) CointRankResults (class in statsmodels.tsa.vector_ar.vecm) combine() (statsmodels.imputation.mice.MICE method) companion_matrix() (in module statsmodels.tsa.statespace.tools) compare_cox() (in module statsmodels.stats.diagnostic) compare_encompassing() (in module statsmodels.stats.diagnostic) compare_f_test() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) compare_j() (in module statsmodels.stats.diagnostic) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) compare_lm_test() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) compare_lr_test() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) compare_ordered() (in module statsmodels.sandbox.stats.multicomp) compare_score_test() (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.NominalGEE method) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE method) CompareMeans (class in statsmodels.stats.weightstats) condition_number (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) ConditionalLogit (class in statsmodels.discrete.conditional_models) ConditionalMNLogit (class in statsmodels.discrete.conditional_models) ConditionalPoisson (class in statsmodels.discrete.conditional_models) conf_int() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.generalized_linear_model.PredictionResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.PredictionResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.regression.rolling.RollingRegressionResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.stats.contrast.ContrastResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) conf_int_alpha() (statsmodels.tsa.vector_ar.vecm.VECMResults method) conf_int_beta() (statsmodels.tsa.vector_ar.vecm.VECMResults method) conf_int_det_coef() (statsmodels.tsa.vector_ar.vecm.VECMResults method) conf_int_det_coef_coint() (statsmodels.tsa.vector_ar.vecm.VECMResults method) conf_int_el() (statsmodels.regression.linear_model.OLSResults method) conf_int_gamma() (statsmodels.tsa.vector_ar.vecm.VECMResults method) conserve_memory (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) constant (in module statsmodels.genmod.families.varfuncs) constrain_stationary_multivariate() (in module statsmodels.tsa.statespace.tools) constrain_stationary_univariate() (in module statsmodels.tsa.statespace.tools) ContrastResults (class in statsmodels.stats.contrast) convert_params() (statsmodels.discrete.discrete_model.NegativeBinomialP method) convertlabels() (in module statsmodels.sandbox.regression.try_catdata) convolution_filter() (in module statsmodels.tsa.filters.filtertools) cooks_distance (statsmodels.stats.outliers_influence.GLMInfluence attribute) (statsmodels.stats.outliers_influence.MLEInfluence attribute) (statsmodels.stats.outliers_influence.OLSInfluence attribute) copy() (statsmodels.iolib.table.SimpleTable method) corr2cov() (in module statsmodels.stats.moment_helpers) corr_clipped() (in module statsmodels.stats.correlation_tools) corr_nearest() (in module statsmodels.stats.correlation_tools) corr_nearest_factor() (in module statsmodels.stats.correlation_tools) corr_test() (statsmodels.multivariate.cancorr.CanCorr method) corr_thresholded() (in module statsmodels.stats.correlation_tools) corrcoef (statsmodels.stats.weightstats.DescrStatsW attribute) CorrelationEffects (class in statsmodels.stats.knockoff_regeffects) count() (statsmodels.iolib.table.SimpleTable method) CountModel (class in statsmodels.discrete.discrete_model) CountResults (class in statsmodels.discrete.discrete_model) cov (statsmodels.stats.weightstats.DescrStatsW attribute) cov() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) (statsmodels.tsa.vector_ar.var_model.FEVD method) cov2corr() (in module statsmodels.stats.moment_helpers) cov_cluster() (in module statsmodels.stats.sandwich_covariance) cov_cluster_2groups() (in module statsmodels.stats.sandwich_covariance) cov_hac() (in module statsmodels.stats.sandwich_covariance) cov_HC0 (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) cov_hc0() (in module statsmodels.stats.sandwich_covariance) cov_HC1 (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) cov_hc1() (in module statsmodels.stats.sandwich_covariance) cov_HC2 (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) cov_hc2() (in module statsmodels.stats.sandwich_covariance) cov_HC3 (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) cov_hc3() (in module statsmodels.stats.sandwich_covariance) cov_nearest() (in module statsmodels.stats.correlation_tools) cov_nearest_factor_homog() (in module statsmodels.stats.correlation_tools) cov_nw_groupsum() (in module statsmodels.stats.sandwich_covariance) cov_nw_panel() (in module statsmodels.stats.sandwich_covariance) cov_params() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.regression.rolling.RollingRegressionResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) cov_params_approx (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) cov_params_default (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) cov_params_func_l1() (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.gam.generalized_additive_model.LogitGam method) cov_params_oim (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) cov_params_opg (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) cov_params_robust (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) cov_params_robust_approx (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) cov_params_robust_oim (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) cov_params_wo_det (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) cov_ratio (statsmodels.stats.outliers_influence.OLSInfluence attribute) cov_type() (statsmodels.regression.rolling.RollingRegressionResults property) cov_var_repr (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) cov_white_simple() (in module statsmodels.stats.sandwich_covariance) cov_ybar() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) covariance() (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.process_regression.ProcessMLEResults method) covariance_group() (statsmodels.regression.process_regression.ProcessMLEResults method) covariance_matrix() (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) covariance_matrix_solve() (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) covjac (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.ResultMixin attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) covjhj (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.ResultMixin attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) CovStruct (class in statsmodels.genmod.cov_struct) csv2st() (in module statsmodels.iolib.table) cum2mc() (in module statsmodels.stats.moment_helpers) cum_effect_cov() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) cum_effect_stderr() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) cum_errband_mc() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) cumhazard (statsmodels.nonparametric.kde.KDEUnivariate attribute) cumulative_log_oddsratios (statsmodels.stats.contingency_tables.SquareTable attribute) (statsmodels.stats.contingency_tables.Table attribute) (statsmodels.stats.contingency_tables.Table2x2 attribute) cumulative_oddsratios (statsmodels.stats.contingency_tables.SquareTable attribute) (statsmodels.stats.contingency_tables.Table attribute) (statsmodels.stats.contingency_tables.Table2x2 attribute) cusum (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) cusum_squares (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) cv (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) cv_loo() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) cvm() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) cvt() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) cycle() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) CyclicCubicSplines (class in statsmodels.gam.smooth_basis) D d_fittedvalues (statsmodels.stats.outliers_influence.GLMInfluence attribute) (statsmodels.stats.outliers_influence.MLEInfluence attribute) d_fittedvalues_scaled() (statsmodels.stats.outliers_influence.GLMInfluence property) (statsmodels.stats.outliers_influence.MLEInfluence property) d_linpred() (statsmodels.stats.outliers_influence.GLMInfluence property) d_linpred_scaled() (statsmodels.stats.outliers_influence.GLMInfluence property) d_params (statsmodels.stats.outliers_influence.GLMInfluence attribute) (statsmodels.stats.outliers_influence.MLEInfluence attribute) data() (statsmodels.iolib.table.SimpleTable property) data2dummy() (in module statsmodels.sandbox.regression.try_ols_anova) data2groupcont() (in module statsmodels.sandbox.regression.try_ols_anova) data2proddummy() (in module statsmodels.sandbox.regression.try_ols_anova) dataset() (statsmodels.iolib.foreign.StataReader method) DecomposeResult (class in statsmodels.tsa.seasonal) deconvolve() (in module statsmodels.tsa.arima_process) decorrelate() (statsmodels.stats.correlation_tools.FactoredPSDMatrix method) demeaned (statsmodels.stats.weightstats.DescrStatsW attribute) dentonm() (in module statsmodels.tsa.interp.denton) deriv() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.cloglog method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.logit method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.probit method) (statsmodels.genmod.families.varfuncs.Binomial method) (statsmodels.genmod.families.varfuncs.NegativeBinomial method) (statsmodels.genmod.families.varfuncs.Power method) (statsmodels.genmod.families.varfuncs.VarianceFunction method) deriv2() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.cloglog method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.logit method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.probit method) derivminus() (statsmodels.sandbox.distributions.transformed.SquareFunc method) derivplus() (statsmodels.sandbox.distributions.transformed.SquareFunc method) DescrStatsW (class in statsmodels.stats.weightstats) DescStat() (in module statsmodels.emplike.descriptive) DescStatMV (class in statsmodels.emplike.descriptive) descstats() (in module statsmodels.sandbox.descstats) DescStatUV (class in statsmodels.emplike.descriptive) design (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) det_cov_params_not_obsi() (statsmodels.stats.outliers_influence.OLSInfluence property) detomega (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) detrend() (in module statsmodels.tsa.tsatools) deviance (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) deviance() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) (statsmodels.robust.robust_linear_model.RLM method) df_model (statsmodels.regression.rolling.RollingRegressionResults attribute) df_model() (statsmodels.regression.linear_model.GLS property) (statsmodels.regression.linear_model.GLSAR property) (statsmodels.regression.linear_model.OLS property) (statsmodels.regression.linear_model.WLS property) (statsmodels.regression.quantile_regression.QuantReg property) (statsmodels.tsa.ar_model.AutoReg property) (statsmodels.tsa.ar_model.AutoRegResults property) (statsmodels.tsa.vector_ar.svar_model.SVARResults property) (statsmodels.tsa.vector_ar.var_model.VARResults property) df_modelwc (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.ResultMixin attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) df_resid (statsmodels.regression.rolling.RollingRegressionResults attribute) df_resid() (statsmodels.regression.linear_model.GLS property) (statsmodels.regression.linear_model.GLSAR property) (statsmodels.regression.linear_model.OLS property) (statsmodels.regression.linear_model.WLS property) (statsmodels.regression.quantile_regression.QuantReg property) (statsmodels.tsa.ar_model.AutoRegResults property) (statsmodels.tsa.vector_ar.svar_model.SVARResults property) (statsmodels.tsa.vector_ar.var_model.VARResults property) dfbeta (statsmodels.stats.outliers_influence.OLSInfluence attribute) dfbetas (statsmodels.stats.outliers_influence.GLMInfluence attribute) (statsmodels.stats.outliers_influence.MLEInfluence attribute) (statsmodels.stats.outliers_influence.OLSInfluence attribute) dffits (statsmodels.stats.outliers_influence.OLSInfluence attribute) dffits_internal (statsmodels.stats.outliers_influence.OLSInfluence attribute) diagnostic_summary() (statsmodels.tsa.ar_model.AutoRegResults method) diff() (in module statsmodels.tsa.statespace.tools) DimReductionResults (class in statsmodels.regression.dimred) DiscreteModel (class in statsmodels.discrete.discrete_model) DiscreteResults (class in statsmodels.discrete.discrete_model) distance_correlation() (in module statsmodels.stats.dist_dependence_measures) distance_covariance() (in module statsmodels.stats.dist_dependence_measures) distance_covariance_test() (in module statsmodels.stats.dist_dependence_measures) distance_st_range() (in module statsmodels.sandbox.stats.multicomp) distance_statistics() (in module statsmodels.stats.dist_dependence_measures) distance_variance() (in module statsmodels.stats.dist_dependence_measures) DistributedModel (class in statsmodels.base.distributed_estimation) DistributedResults (class in statsmodels.base.distributed_estimation) dof_satt() (statsmodels.stats.weightstats.CompareMeans method) dropname() (in module statsmodels.sandbox.regression.try_ols_anova) dtype() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter property) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother property) (statsmodels.tsa.statespace.representation.Representation property) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother property) DTYPE_MAP (statsmodels.iolib.foreign.StataReader attribute) (statsmodels.iolib.foreign.StataWriter attribute) durbin_watson() (in module statsmodels.stats.stattools) DynamicFactor (class in statsmodels.tsa.statespace.dynamic_factor) DynamicFactorResults (class in statsmodels.tsa.statespace.dynamic_factor) E ECDF (class in statsmodels.distributions.empirical_distribution) ecdf() (in module statsmodels.sandbox.stats.multicomp) edf (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) efron_gradient() (statsmodels.duration.hazard_regression.PHReg method) efron_hessian() (statsmodels.duration.hazard_regression.PHReg method) efron_loglike() (statsmodels.duration.hazard_regression.PHReg method) eig() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) eigenvals (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) el_test() (statsmodels.regression.linear_model.OLSResults method) endog (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) endog_names() (statsmodels.base.model.GenericLikelihoodModel property) (statsmodels.base.model.LikelihoodModel property) (statsmodels.base.model.Model property) (statsmodels.discrete.conditional_models.ConditionalLogit property) (statsmodels.discrete.conditional_models.ConditionalMNLogit property) (statsmodels.discrete.conditional_models.ConditionalPoisson property) (statsmodels.discrete.count_model.GenericZeroInflated property) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson property) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP property) (statsmodels.discrete.count_model.ZeroInflatedPoisson property) (statsmodels.discrete.discrete_model.BinaryModel property) (statsmodels.discrete.discrete_model.CountModel property) (statsmodels.discrete.discrete_model.DiscreteModel property) (statsmodels.discrete.discrete_model.GeneralizedPoisson property) (statsmodels.discrete.discrete_model.Logit property) (statsmodels.discrete.discrete_model.MNLogit property) (statsmodels.discrete.discrete_model.MultinomialModel property) (statsmodels.discrete.discrete_model.NegativeBinomial property) (statsmodels.discrete.discrete_model.NegativeBinomialP property) (statsmodels.discrete.discrete_model.Poisson property) (statsmodels.discrete.discrete_model.Probit property) (statsmodels.duration.hazard_regression.PHReg property) (statsmodels.gam.generalized_additive_model.GLMGam property) (statsmodels.gam.generalized_additive_model.LogitGam property) (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM property) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM property) (statsmodels.genmod.generalized_estimating_equations.GEE property) (statsmodels.genmod.generalized_estimating_equations.NominalGEE property) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE property) (statsmodels.genmod.generalized_linear_model.GLM property) (statsmodels.genmod.qif.QIF property) (statsmodels.miscmodels.count.PoissonGMLE property) (statsmodels.miscmodels.count.PoissonOffsetGMLE property) (statsmodels.miscmodels.count.PoissonZiGMLE property) (statsmodels.miscmodels.tmodel.TLinearModel property) (statsmodels.multivariate.cancorr.CanCorr property) (statsmodels.multivariate.factor.Factor property) (statsmodels.multivariate.manova.MANOVA property) (statsmodels.multivariate.multivariate_ols._MultivariateOLS property) (statsmodels.regression.dimred.PrincipalHessianDirections property) (statsmodels.regression.dimred.SlicedAverageVarianceEstimation property) (statsmodels.regression.dimred.SlicedInverseReg property) (statsmodels.regression.linear_model.GLS property) (statsmodels.regression.linear_model.GLSAR property) (statsmodels.regression.linear_model.OLS property) (statsmodels.regression.linear_model.WLS property) (statsmodels.regression.mixed_linear_model.MixedLM property) (statsmodels.regression.process_regression.ProcessMLE property) (statsmodels.regression.quantile_regression.QuantReg property) (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.robust.robust_linear_model.RLM property) (statsmodels.sandbox.regression.gmm.GMM property) (statsmodels.sandbox.regression.gmm.IV2SLS property) (statsmodels.sandbox.regression.gmm.IVGMM property) (statsmodels.sandbox.regression.gmm.LinearIVGMM property) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM property) (statsmodels.tsa.ar_model.AR property) (statsmodels.tsa.ar_model.AutoReg property) (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.arima_model.ARIMA property) (statsmodels.tsa.arima_model.ARMA property) (statsmodels.tsa.holtwinters.ExponentialSmoothing property) (statsmodels.tsa.holtwinters.Holt property) (statsmodels.tsa.holtwinters.SimpleExpSmoothing property) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression property) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) (statsmodels.tsa.vector_ar.svar_model.SVAR property) (statsmodels.tsa.vector_ar.var_model.VAR property) (statsmodels.tsa.vector_ar.vecm.VECM property) entropy (statsmodels.nonparametric.kde.KDEUnivariate attribute) entropy() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) err_band_sz1() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) err_band_sz2() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) err_band_sz3() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) errband_mc() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) ess (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) ess_press (statsmodels.stats.outliers_influence.OLSInfluence attribute) estimate_location() (in module statsmodels.robust.norms) estimate_scale() (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.NominalGEE method) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.genmod.qif.QIF method) estimate_tweedie_power() (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) EstimatorSettings (class in statsmodels.nonparametric.kernel_density) evaluate() (statsmodels.nonparametric.kde.KDEUnivariate method) evec() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) Exchangeable (class in statsmodels.genmod.cov_struct) exog_names() (statsmodels.base.model.GenericLikelihoodModel property) (statsmodels.base.model.LikelihoodModel property) (statsmodels.base.model.Model property) (statsmodels.discrete.conditional_models.ConditionalLogit property) (statsmodels.discrete.conditional_models.ConditionalMNLogit property) (statsmodels.discrete.conditional_models.ConditionalPoisson property) (statsmodels.discrete.count_model.GenericZeroInflated property) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson property) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP property) (statsmodels.discrete.count_model.ZeroInflatedPoisson property) (statsmodels.discrete.discrete_model.BinaryModel property) (statsmodels.discrete.discrete_model.CountModel property) (statsmodels.discrete.discrete_model.DiscreteModel property) (statsmodels.discrete.discrete_model.GeneralizedPoisson property) (statsmodels.discrete.discrete_model.Logit property) (statsmodels.discrete.discrete_model.MNLogit property) (statsmodels.discrete.discrete_model.MultinomialModel property) (statsmodels.discrete.discrete_model.NegativeBinomial property) (statsmodels.discrete.discrete_model.NegativeBinomialP property) (statsmodels.discrete.discrete_model.Poisson property) (statsmodels.discrete.discrete_model.Probit property) (statsmodels.duration.hazard_regression.PHReg property) (statsmodels.gam.generalized_additive_model.GLMGam property) (statsmodels.gam.generalized_additive_model.LogitGam property) (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM property) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM property) (statsmodels.genmod.generalized_estimating_equations.GEE property) (statsmodels.genmod.generalized_estimating_equations.NominalGEE property) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE property) (statsmodels.genmod.generalized_linear_model.GLM property) (statsmodels.genmod.qif.QIF property) (statsmodels.miscmodels.count.PoissonGMLE property) (statsmodels.miscmodels.count.PoissonOffsetGMLE property) (statsmodels.miscmodels.count.PoissonZiGMLE property) (statsmodels.miscmodels.tmodel.TLinearModel property) (statsmodels.multivariate.cancorr.CanCorr property) (statsmodels.multivariate.factor.Factor property) (statsmodels.multivariate.manova.MANOVA property) (statsmodels.multivariate.multivariate_ols._MultivariateOLS property) (statsmodels.regression.dimred.PrincipalHessianDirections property) (statsmodels.regression.dimred.SlicedAverageVarianceEstimation property) (statsmodels.regression.dimred.SlicedInverseReg property) (statsmodels.regression.linear_model.GLS property) (statsmodels.regression.linear_model.GLSAR property) (statsmodels.regression.linear_model.OLS property) (statsmodels.regression.linear_model.WLS property) (statsmodels.regression.mixed_linear_model.MixedLM property) (statsmodels.regression.process_regression.ProcessMLE property) (statsmodels.regression.quantile_regression.QuantReg property) (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.robust.robust_linear_model.RLM property) (statsmodels.sandbox.regression.gmm.GMM property) (statsmodels.sandbox.regression.gmm.IV2SLS property) (statsmodels.sandbox.regression.gmm.IVGMM property) (statsmodels.sandbox.regression.gmm.LinearIVGMM property) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM property) (statsmodels.tsa.ar_model.AR property) (statsmodels.tsa.ar_model.AutoReg property) (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.arima_model.ARIMA property) (statsmodels.tsa.arima_model.ARMA property) (statsmodels.tsa.holtwinters.ExponentialSmoothing property) (statsmodels.tsa.holtwinters.Holt property) (statsmodels.tsa.holtwinters.SimpleExpSmoothing property) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression property) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) (statsmodels.tsa.vector_ar.svar_model.SVAR property) (statsmodels.tsa.vector_ar.var_model.VAR property) (statsmodels.tsa.vector_ar.vecm.VECM property) expandparams() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) expect() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) expected_robust_kurtosis() (in module statsmodels.stats.stattools) ExponentialSmoothing (class in statsmodels.tsa.holtwinters) (class in statsmodels.tsa.statespace.exponential_smoothing) ExponentialSmoothingResults (class in statsmodels.tsa.statespace.exponential_smoothing) ExpTransf_gen (class in statsmodels.sandbox.distributions.transformed) extend() (statsmodels.iolib.table.SimpleTable method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.representation.Representation method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) extend_right() (statsmodels.iolib.table.SimpleTable method) F f_pvalue (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) f_test() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) Factor (class in statsmodels.multivariate.factor) factor_score_params() (statsmodels.multivariate.factor.FactorResults method) factor_scoring() (statsmodels.multivariate.factor.FactorResults method) FactoredPSDMatrix (class in statsmodels.stats.correlation_tools) FactorResults (class in statsmodels.multivariate.factor) factors() (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults property) Family (class in statsmodels.genmod.families.family) family() (statsmodels.discrete.discrete_model.Poisson property) fboxplot() (in module statsmodels.graphics.functional) fdrcorrection() (in module statsmodels.stats.multitest) fdrcorrection_twostage() (in module statsmodels.stats.multitest) FEVD (class in statsmodels.tsa.vector_ar.var_model) fevd() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) fevd_table() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) fftar() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) fftarma() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) fftconvolve3() (in module statsmodels.tsa.filters.filtertools) fftconvolveinv() (in module statsmodels.tsa.filters.filtertools) fftma() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) file_format() (statsmodels.iolib.foreign.StataReader method) file_headers() (statsmodels.iolib.foreign.StataReader method) file_label() (statsmodels.iolib.foreign.StataReader method) file_timestamp() (statsmodels.iolib.foreign.StataReader method) filter() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) filter2() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) filter_attributes (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) filter_augmented (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) filter_collapsed (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) filter_concentrated (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) filter_conventional (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) filter_exact_initial (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) filter_extended (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) filter_method (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) filter_methods (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) filter_square_root (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) filter_timing (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) filter_univariate (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) filter_unscented (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) FilterResults (class in statsmodels.tsa.statespace.kalman_filter) fit() (statsmodels.base.distributed_estimation.DistributedModel method) (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.base.model.Model method) (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.NominalGEE method) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.genmod.qif.QIF method) (statsmodels.imputation.bayes_mi.MI method) (statsmodels.imputation.mice.MICE method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.multivariate.cancorr.CanCorr method) (statsmodels.multivariate.factor.Factor method) (statsmodels.multivariate.manova.MANOVA method) (statsmodels.multivariate.multivariate_ols._MultivariateOLS method) (statsmodels.nonparametric.kde.KDEUnivariate method) (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) (statsmodels.regression.dimred.PrincipalHessianDirections method) (statsmodels.regression.dimred.SlicedAverageVarianceEstimation method) (statsmodels.regression.dimred.SlicedInverseReg method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.regression.rolling.RollingOLS method) (statsmodels.regression.rolling.RollingWLS method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) (statsmodels.sandbox.sysreg.Sem2SLS method) (statsmodels.sandbox.sysreg.SUR method) (statsmodels.stats.anova.AnovaRM method) (statsmodels.stats.mediation.Mediation method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.ar_model.AutoReg method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) (statsmodels.tsa.holtwinters.ExponentialSmoothing method) (statsmodels.tsa.holtwinters.Holt method) (statsmodels.tsa.holtwinters.SimpleExpSmoothing method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.seasonal.STL method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) (statsmodels.tsa.vector_ar.svar_model.SVAR method) (statsmodels.tsa.vector_ar.var_model.VAR method) (statsmodels.tsa.vector_ar.vecm.VECM method) fit_constrained() (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) fit_joblib() (statsmodels.base.distributed_estimation.DistributedModel method) fit_loc_scale() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) fit_map() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) fit_regularized() (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.NominalGEE method) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.regression.dimred.SlicedInverseReg method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) fit_sequential() (statsmodels.base.distributed_estimation.DistributedModel method) fit_vb() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) fitgmm() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) fitgmm_cu() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) fititer() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) fitstart() (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) fitted() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) fitted_cov (statsmodels.multivariate.factor.FactorResults attribute) fittedvalues (statsmodels.base.elastic_net.RegularizedResults attribute) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) (statsmodels.genmod.qif.QIFResults attribute) (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.robust.robust_linear_model.RLMResults attribute) (statsmodels.sandbox.regression.gmm.IVGMMResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) (statsmodels.stats.contingency_tables.SquareTable attribute) (statsmodels.stats.contingency_tables.Table attribute) (statsmodels.stats.contingency_tables.Table2x2 attribute) (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) fix_params() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) fixed_scale() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) fleiss_kappa() (in module statsmodels.stats.inter_rater) forecast() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.holtwinters.HoltWintersResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) forecast_cov() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) forecast_interval() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) form2design() (in module statsmodels.sandbox.regression.try_ols_anova) ForwardEffects (class in statsmodels.stats.knockoff_regeffects) fpe (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) fpe() (statsmodels.tsa.vector_ar.svar_model.SVARResults property) (statsmodels.tsa.vector_ar.var_model.VARResults property) freeze() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) freq_seasonal() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) from_coeffs() (statsmodels.sandbox.tsa.fftarma.ArmaFft class method) (statsmodels.tsa.arima_process.ArmaProcess class method) from_data() (statsmodels.stats.contingency_tables.SquareTable class method) (statsmodels.stats.contingency_tables.StratifiedTable class method) (statsmodels.stats.contingency_tables.Table class method) (statsmodels.stats.contingency_tables.Table2x2 class method) (statsmodels.stats.weightstats.CompareMeans class method) from_estimation() (statsmodels.sandbox.tsa.fftarma.ArmaFft class method) (statsmodels.tsa.arima_process.ArmaProcess class method) from_formula() (statsmodels.base.model.GenericLikelihoodModel class method) (statsmodels.base.model.LikelihoodModel class method) (statsmodels.base.model.Model class method) (statsmodels.discrete.conditional_models.ConditionalLogit class method) (statsmodels.discrete.conditional_models.ConditionalMNLogit class method) (statsmodels.discrete.conditional_models.ConditionalPoisson class method) (statsmodels.discrete.count_model.GenericZeroInflated class method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson class method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP class method) (statsmodels.discrete.count_model.ZeroInflatedPoisson class method) (statsmodels.discrete.discrete_model.BinaryModel class method) (statsmodels.discrete.discrete_model.CountModel class method) (statsmodels.discrete.discrete_model.DiscreteModel class method) (statsmodels.discrete.discrete_model.GeneralizedPoisson class method) (statsmodels.discrete.discrete_model.Logit class method) (statsmodels.discrete.discrete_model.MNLogit class method) (statsmodels.discrete.discrete_model.MultinomialModel class method) (statsmodels.discrete.discrete_model.NegativeBinomial class method) (statsmodels.discrete.discrete_model.NegativeBinomialP class method) (statsmodels.discrete.discrete_model.Poisson class method) (statsmodels.discrete.discrete_model.Probit class method) (statsmodels.duration.hazard_regression.PHReg class method) (statsmodels.gam.generalized_additive_model.GLMGam class method) (statsmodels.gam.generalized_additive_model.LogitGam class method) (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM class method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM class method) (statsmodels.genmod.generalized_estimating_equations.GEE class method) (statsmodels.genmod.generalized_estimating_equations.NominalGEE class method) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE class method) (statsmodels.genmod.generalized_linear_model.GLM class method) (statsmodels.genmod.qif.QIF class method) (statsmodels.miscmodels.count.PoissonGMLE class method) (statsmodels.miscmodels.count.PoissonOffsetGMLE class method) (statsmodels.miscmodels.count.PoissonZiGMLE class method) (statsmodels.miscmodels.tmodel.TLinearModel class method) (statsmodels.multivariate.cancorr.CanCorr class method) (statsmodels.multivariate.factor.Factor class method) (statsmodels.multivariate.manova.MANOVA class method) (statsmodels.multivariate.multivariate_ols._MultivariateOLS class method) (statsmodels.regression.dimred.PrincipalHessianDirections class method) (statsmodels.regression.dimred.SlicedAverageVarianceEstimation class method) (statsmodels.regression.dimred.SlicedInverseReg class method) (statsmodels.regression.linear_model.GLS class method) (statsmodels.regression.linear_model.GLSAR class method) (statsmodels.regression.linear_model.OLS class method) (statsmodels.regression.linear_model.WLS class method) (statsmodels.regression.mixed_linear_model.MixedLM class method) (statsmodels.regression.process_regression.ProcessMLE class method) (statsmodels.regression.quantile_regression.QuantReg class method) (statsmodels.regression.recursive_ls.RecursiveLS class method) (statsmodels.regression.rolling.RollingOLS class method) (statsmodels.regression.rolling.RollingWLS class method) (statsmodels.robust.robust_linear_model.RLM class method) (statsmodels.sandbox.regression.gmm.GMM class method) (statsmodels.sandbox.regression.gmm.IV2SLS class method) (statsmodels.sandbox.regression.gmm.IVGMM class method) (statsmodels.sandbox.regression.gmm.LinearIVGMM class method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM class method) (statsmodels.tsa.ar_model.AR class method) (statsmodels.tsa.ar_model.AutoReg class method) (statsmodels.tsa.arima.model.ARIMA class method) (statsmodels.tsa.arima_model.ARIMA class method) (statsmodels.tsa.arima_model.ARMA class method) (statsmodels.tsa.holtwinters.ExponentialSmoothing class method) (statsmodels.tsa.holtwinters.Holt class method) (statsmodels.tsa.holtwinters.SimpleExpSmoothing class method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression class method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression class method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor class method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing class method) (statsmodels.tsa.statespace.mlemodel.MLEModel class method) (statsmodels.tsa.statespace.sarimax.SARIMAX class method) (statsmodels.tsa.statespace.structural.UnobservedComponents class method) (statsmodels.tsa.statespace.varmax.VARMAX class method) (statsmodels.tsa.vector_ar.svar_model.SVAR class method) (statsmodels.tsa.vector_ar.var_model.VAR class method) (statsmodels.tsa.vector_ar.vecm.VECM class method) FrozenRepresentation (class in statsmodels.tsa.statespace.representation) FTestAnovaPower (class in statsmodels.stats.power) FTestPower (class in statsmodels.stats.power) fullrank() (in module statsmodels.tools.tools) fvalue (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) G G (statsmodels.tsa.vector_ar.irf.IRAnalysis attribute) Gamma (class in statsmodels.genmod.families.family) Gaussian (class in statsmodels.genmod.families.family) GaussianCovariance (class in statsmodels.regression.process_regression) gcv (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) GEE (class in statsmodels.genmod.generalized_estimating_equations) gee() (in module statsmodels.formula.api) GEEMargins (class in statsmodels.genmod.generalized_estimating_equations) GEEResults (class in statsmodels.genmod.generalized_estimating_equations) GeneralizedPoisson (class in statsmodels.discrete.discrete_model) GeneralizedPoissonResults (class in statsmodels.discrete.discrete_model) generate_sample() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) generated_measurement_disturbance() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults property) generated_obs() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults property) generated_state() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults property) generated_state_disturbance() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults property) GenericLikelihoodModel (class in statsmodels.base.model) GenericLikelihoodModelResults (class in statsmodels.base.model) GenericZeroInflated (class in statsmodels.discrete.count_model) genfromdta() (in module statsmodels.iolib.foreign) get_bse() (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) get_colwidths() (statsmodels.iolib.table.SimpleTable method) get_compare() (statsmodels.stats.weightstats.DescrStatsW method) get_cov() (statsmodels.regression.process_regression.GaussianCovariance method) get_crit() (statsmodels.sandbox.stats.multicomp.StepDown method) get_data_home() (in module statsmodels.datasets) get_distance_matrix() (statsmodels.sandbox.stats.multicomp.StepDown method) get_distribution() (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.quantile_regression.QuantReg method) get_eq_index() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) get_error() (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) get_eyy() (statsmodels.genmod.cov_struct.GlobalOddsRatio method) get_fe_params() (statsmodels.regression.mixed_linear_model.MixedLM method) get_fitting_data() (statsmodels.imputation.mice.MICEData method) get_forecast() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) get_hat_matrix_diag() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) get_influence() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) get_loadings_frame() (statsmodels.multivariate.factor.FactorResults method) get_margeff() (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) get_nlfun() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) get_prediction() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) get_rdataset() (in module statsmodels.datasets) get_resid_studentized_external() (statsmodels.stats.outliers_influence.OLSInfluence method) get_robustcov_results() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) get_scale() (statsmodels.regression.mixed_linear_model.MixedLM method) get_simulation_output() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) get_split_data() (statsmodels.imputation.mice.MICEData method) get_tukeyQcrit() (in module statsmodels.sandbox.stats.multicomp) geterrors() (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) getisinvertible() (statsmodels.tsa.varma_process.VarmaPoly method) getisstationary() (statsmodels.tsa.varma_process.VarmaPoly method) getranks() (statsmodels.sandbox.stats.multicomp.MultiComparison method) GLM (class in statsmodels.genmod.generalized_linear_model) glm() (in module statsmodels.formula.api) GLMGam (class in statsmodels.gam.generalized_additive_model) glmgam() (in module statsmodels.formula.api) GLMGamResults (class in statsmodels.gam.generalized_additive_model) GLMInfluence (class in statsmodels.stats.outliers_influence) GLMResults (class in statsmodels.genmod.generalized_linear_model) GlobalOddsRatio (class in statsmodels.genmod.cov_struct) GLS (class in statsmodels.regression.linear_model) gls() (in module statsmodels.formula.api) GLSAR (class in statsmodels.regression.linear_model) glsar() (in module statsmodels.formula.api) GMM (class in statsmodels.sandbox.regression.gmm) gmmobjective() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) gmmobjective_cu() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) GMMResults (class in statsmodels.sandbox.regression.gmm) gof_binning_discrete() (in module statsmodels.stats.gof) gof_chisquare_discrete() (in module statsmodels.stats.gof) GofChisquarePower (class in statsmodels.stats.power) gradient_momcond() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) grangercausalitytests() (in module statsmodels.tsa.stattools) group_list() (statsmodels.regression.mixed_linear_model.MixedLM method) groupdemean() (statsmodels.sandbox.stats.multicomp.GroupsStats method) GroupsStats (class in statsmodels.sandbox.stats.multicomp) groupsstats_1d() (in module statsmodels.sandbox.regression.try_catdata) groupsstats_dummy() (in module statsmodels.sandbox.regression.try_catdata) groupsswithin() (statsmodels.sandbox.stats.multicomp.GroupsStats method) groupstatsbin() (in module statsmodels.sandbox.regression.try_catdata) groupvarwithin() (statsmodels.sandbox.stats.multicomp.GroupsStats method) H H (statsmodels.tsa.vector_ar.irf.IRAnalysis attribute) Hampel (class in statsmodels.robust.norms) handle_params() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) hat_diag_factor (statsmodels.stats.outliers_influence.OLSInfluence attribute) hat_matrix_diag (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.stats.outliers_influence.GLMInfluence attribute) (statsmodels.stats.outliers_influence.MLEInfluence attribute) (statsmodels.stats.outliers_influence.OLSInfluence attribute) hat_matrix_trace (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) HC0_se (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) HC1_se (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) HC2_se (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) HC3_se (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) hdrboxplot() (in module statsmodels.graphics.functional) hessian() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.ar_model.AutoReg method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) (statsmodels.tsa.holtwinters.ExponentialSmoothing method) (statsmodels.tsa.holtwinters.Holt method) (statsmodels.tsa.holtwinters.SimpleExpSmoothing method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) (statsmodels.tsa.vector_ar.svar_model.SVAR method) (statsmodels.tsa.vector_ar.var_model.VAR method) (statsmodels.tsa.vector_ar.vecm.VECM method) hessian_factor() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) hessian_numdiff() (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) hessv (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.ResultMixin attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) het_arch() (in module statsmodels.stats.diagnostic) het_breuschpagan() (in module statsmodels.stats.diagnostic) het_goldfeldquandt() (in module statsmodels.stats.diagnostic) het_white() (in module statsmodels.stats.diagnostic) hold_back() (statsmodels.tsa.ar_model.AutoReg property) Holt (class in statsmodels.tsa.holtwinters) HoltWintersResults (class in statsmodels.tsa.holtwinters) homogeneity() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table2x2 method) homogeneous_subsets() (in module statsmodels.sandbox.stats.multicomp) hpfilter() (in module statsmodels.tsa.filters.hp_filter) hqic (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) hqic() (in module statsmodels.tools.eval_measures) (statsmodels.tsa.vector_ar.svar_model.SVARResults property) (statsmodels.tsa.vector_ar.var_model.VARResults property) hqic_sigma() (in module statsmodels.tools.eval_measures) hstack() (statsmodels.tsa.varma_process.VarmaPoly method) hstackarma_minus1() (statsmodels.tsa.varma_process.VarmaPoly method) Huber (class in statsmodels.robust.scale) hubers_scale (in module statsmodels.robust.scale) HuberScale (class in statsmodels.robust.scale) HuberT (class in statsmodels.robust.norms) HypothesisTestResults (class in statsmodels.tsa.vector_ar.hypothesis_test_results) I icdf (statsmodels.nonparametric.kde.KDEUnivariate attribute) identity (class in statsmodels.genmod.families.links) impulse_response() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) impulse_responses() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAX method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) impute() (statsmodels.imputation.mice.MICEData method) impute_pmm() (statsmodels.imputation.mice.MICEData method) imse() (statsmodels.nonparametric.kernel_density.KDEMultivariate method) (statsmodels.nonparametric.kernel_density.KDEMultivariateConditional method) ind() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) Independence (class in statsmodels.genmod.cov_struct) independence_probabilities (statsmodels.stats.contingency_tables.SquareTable attribute) (statsmodels.stats.contingency_tables.Table attribute) (statsmodels.stats.contingency_tables.Table2x2 attribute) index() (statsmodels.iolib.table.SimpleTable method) index2lpol() (in module statsmodels.tsa.arima_process) influence (statsmodels.stats.outliers_influence.OLSInfluence attribute) influence_plot() (in module statsmodels.graphics.regressionplots) info_criteria (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) info_criteria() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) information() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.ar_model.AutoReg method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) (statsmodels.tsa.holtwinters.ExponentialSmoothing method) (statsmodels.tsa.holtwinters.Holt method) (statsmodels.tsa.holtwinters.SimpleExpSmoothing method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) (statsmodels.tsa.vector_ar.svar_model.SVAR method) (statsmodels.tsa.vector_ar.var_model.VAR method) (statsmodels.tsa.vector_ar.vecm.VECM method) initial_design() (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) initial_probabilities() (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) initial_selection() (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) initial_state_intercept() (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) initial_transition() (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) initial_values() (statsmodels.tsa.holtwinters.ExponentialSmoothing method) (statsmodels.tsa.holtwinters.Holt method) (statsmodels.tsa.holtwinters.SimpleExpSmoothing method) initial_variance() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) initialization() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) initialize() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.elastic_net.RegularizedResults method) (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.base.model.Results method) (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.dimred.DimReductionResults method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.sandbox.sysreg.SUR method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoReg method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMA method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.holtwinters.ExponentialSmoothing method) (statsmodels.tsa.holtwinters.Holt method) (statsmodels.tsa.holtwinters.HoltWintersResults method) (statsmodels.tsa.holtwinters.SimpleExpSmoothing method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.representation.Representation method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAX method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) (statsmodels.tsa.vector_ar.svar_model.SVAR method) (statsmodels.tsa.vector_ar.var_model.VAR method) (statsmodels.tsa.vector_ar.vecm.VECM method) initialize_approximate_diffuse() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.representation.Representation method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) initialize_default() (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) initialize_diffuse() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.representation.Representation method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) initialize_known() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.representation.Representation method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) initialize_statespace() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) initialize_stationary() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.representation.Representation method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) initialize_steady_state() (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) innovations_algo() (in module statsmodels.tsa.stattools) innovations_filter() (in module statsmodels.tsa.stattools) insert() (statsmodels.iolib.table.SimpleTable method) insert_header_row() (statsmodels.iolib.table.SimpleTable method) insert_stubs() (statsmodels.iolib.table.SimpleTable method) interaction_plot() (in module statsmodels.graphics.factorplots) intercept_longrun() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) interval() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) invdnormalg (in module statsmodels.sandbox.distributions.transformed) inverse() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.cloglog method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.logit method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.probit method) inverse_deriv() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.cloglog method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.logit method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.probit method) inverse_deriv2() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.cloglog method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.logit method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.probit method) inverse_power (class in statsmodels.genmod.families.links) inverse_squared (class in statsmodels.genmod.families.links) InverseGaussian (class in statsmodels.genmod.families.family) inverseminus() (statsmodels.sandbox.distributions.transformed.SquareFunc method) inverseplus() (statsmodels.sandbox.distributions.transformed.SquareFunc method) inversion_method (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) inversion_methods (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) invert_cholesky (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) invert_lu (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) invert_univariate (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) invertroots() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) invpowerspd() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) iqr() (in module statsmodels.tools.eval_measures) IRAnalysis (class in statsmodels.tsa.vector_ar.irf) irf() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) irf_errband_mc() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) irf_resim() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) is_invertible() (in module statsmodels.tsa.statespace.tools) is_stable() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) isestimable() (in module statsmodels.tools.tools) isf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) isinvertible() (statsmodels.sandbox.tsa.fftarma.ArmaFft property) (statsmodels.tsa.arima_process.ArmaProcess property) isstationary() (statsmodels.sandbox.tsa.fftarma.ArmaFft property) (statsmodels.tsa.arima_process.ArmaProcess property) iter_subsets() (statsmodels.sandbox.stats.multicomp.StepDown method) iterative_fit() (statsmodels.regression.linear_model.GLSAR method) IV2SLS (class in statsmodels.sandbox.regression.gmm) IVGMM (class in statsmodels.sandbox.regression.gmm) IVGMMResults (class in statsmodels.sandbox.regression.gmm) IVRegressionResults (class in statsmodels.sandbox.regression.gmm) J jac() (statsmodels.regression.process_regression.GaussianCovariance method) jac_error() (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) jac_func() (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) jarque_bera() (in module statsmodels.stats.stattools) JohansenTestResult (class in statsmodels.tsa.vector_ar.vecm) jtest() (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) jval (statsmodels.sandbox.regression.gmm.GMMResults attribute) (statsmodels.sandbox.regression.gmm.IVGMMResults attribute) K k_constant (statsmodels.regression.rolling.RollingRegressionResults attribute) k_params() (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression property) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing property) kalman_gain() (statsmodels.tsa.statespace.kalman_filter.FilterResults property) (statsmodels.tsa.statespace.kalman_filter.PredictionResults property) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults property) KalmanFilter (class in statsmodels.tsa.statespace.kalman_filter) KalmanSmoother (class in statsmodels.tsa.statespace.kalman_smoother) KDEMultivariate (class in statsmodels.nonparametric.kernel_density) KDEMultivariateConditional (class in statsmodels.nonparametric.kernel_density) KDEUnivariate (class in statsmodels.nonparametric.kde) kernel_covariance() (in module statsmodels.stats.correlation_tools) KernelCensoredReg (class in statsmodels.nonparametric.kernel_regression) KernelReg (class in statsmodels.nonparametric.kernel_regression) kpss() (in module statsmodels.tsa.stattools) kruskal() (statsmodels.sandbox.stats.multicomp.MultiComparison method) kstest_exponential() (in module statsmodels.stats.diagnostic) kstest_fit() (in module statsmodels.stats.diagnostic) kstest_normal() (in module statsmodels.stats.diagnostic) L label_cells() (statsmodels.iolib.table.SimpleTable method) labelmeanfilter() (in module statsmodels.sandbox.regression.try_catdata) labelmeanfilter_nd() (in module statsmodels.sandbox.regression.try_catdata) labelmeanfilter_str() (in module statsmodels.sandbox.regression.try_catdata) lagmat() (in module statsmodels.tsa.tsatools) lagmat2ds() (in module statsmodels.tsa.tsatools) LagOrderResults (class in statsmodels.tsa.vector_ar.var_model) LeastSquares (class in statsmodels.robust.norms) level() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) levinson_durbin() (in module statsmodels.tsa.stattools) levinson_durbin_pacf() (in module statsmodels.tsa.stattools) LikelihoodModel (class in statsmodels.base.model) LikelihoodModelResults (class in statsmodels.base.model) lilliefors() (in module statsmodels.stats.diagnostic) linear_harvey_collier() (in module statsmodels.stats.diagnostic) linear_lm() (in module statsmodels.stats.diagnostic) linear_rainbow() (in module statsmodels.stats.diagnostic) linear_reset() (in module statsmodels.stats.diagnostic) LinearIVGMM (class in statsmodels.sandbox.regression.gmm) Link (class in statsmodels.genmod.families.links) link() (statsmodels.genmod.families.family.Binomial property) (statsmodels.genmod.families.family.Family property) (statsmodels.genmod.families.family.Gamma property) (statsmodels.genmod.families.family.Gaussian property) (statsmodels.genmod.families.family.InverseGaussian property) (statsmodels.genmod.families.family.NegativeBinomial property) (statsmodels.genmod.families.family.Poisson property) (statsmodels.genmod.families.family.Tweedie property) links (statsmodels.genmod.families.family.Binomial attribute) (statsmodels.genmod.families.family.Family attribute) (statsmodels.genmod.families.family.Gamma attribute) (statsmodels.genmod.families.family.Gaussian attribute) (statsmodels.genmod.families.family.InverseGaussian attribute) (statsmodels.genmod.families.family.NegativeBinomial attribute) (statsmodels.genmod.families.family.Poisson attribute) (statsmodels.genmod.families.family.Tweedie attribute) llf (statsmodels.base.distributed_estimation.DistributedResults attribute) (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.LikelihoodModelResults attribute) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.duration.hazard_regression.PHRegResults attribute) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) (statsmodels.genmod.qif.QIFResults attribute) (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.robust.robust_linear_model.RLMResults attribute) (statsmodels.sandbox.regression.gmm.GMMResults attribute) (statsmodels.sandbox.regression.gmm.IVGMMResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) llf_obs (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) llf_recursive (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) llf_recursive_obs (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) llnull (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) llr (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) llr_pvalue (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) lnalpha (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) lnalpha_std_err (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) load() (statsmodels.base.distributed_estimation.DistributedResults class method) (statsmodels.base.model.GenericLikelihoodModelResults class method) (statsmodels.base.model.LikelihoodModelResults class method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults class method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults class method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults class method) (statsmodels.discrete.discrete_model.BinaryResults class method) (statsmodels.discrete.discrete_model.CountResults class method) (statsmodels.discrete.discrete_model.DiscreteResults class method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults class method) (statsmodels.discrete.discrete_model.LogitResults class method) (statsmodels.discrete.discrete_model.MultinomialResults class method) (statsmodels.discrete.discrete_model.NegativeBinomialResults class method) (statsmodels.discrete.discrete_model.ProbitResults class method) (statsmodels.duration.hazard_regression.PHRegResults class method) (statsmodels.gam.generalized_additive_model.GLMGamResults class method) (statsmodels.genmod.generalized_estimating_equations.GEEResults class method) (statsmodels.genmod.generalized_linear_model.GLMResults class method) (statsmodels.genmod.qif.QIFResults class method) (statsmodels.regression.linear_model.OLSResults class method) (statsmodels.regression.linear_model.RegressionResults class method) (statsmodels.regression.mixed_linear_model.MixedLMResults class method) (statsmodels.regression.process_regression.ProcessMLEResults class method) (statsmodels.regression.quantile_regression.QuantRegResults class method) (statsmodels.regression.recursive_ls.RecursiveLSResults class method) (statsmodels.regression.rolling.RollingRegressionResults class method) (statsmodels.robust.robust_linear_model.RLMResults class method) (statsmodels.sandbox.regression.gmm.GMMResults class method) (statsmodels.sandbox.regression.gmm.IVGMMResults class method) (statsmodels.sandbox.regression.gmm.IVRegressionResults class method) (statsmodels.tsa.ar_model.ARResults class method) (statsmodels.tsa.ar_model.AutoRegResults class method) (statsmodels.tsa.arima.model.ARIMAResults class method) (statsmodels.tsa.arima_model.ARIMAResults class method) (statsmodels.tsa.arima_model.ARMAResults class method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults class method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults class method) (statsmodels.tsa.statespace.mlemodel.MLEResults class method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults class method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults class method) (statsmodels.tsa.statespace.varmax.VARMAXResults class method) load_pickle() (in module statsmodels.iolib.smpickle) load_stderr (statsmodels.multivariate.factor.FactorResults attribute) local_fdr() (in module statsmodels.stats.multitest) local_log_oddsratios (statsmodels.stats.contingency_tables.SquareTable attribute) (statsmodels.stats.contingency_tables.Table attribute) (statsmodels.stats.contingency_tables.Table2x2 attribute) local_oddsratios (statsmodels.stats.contingency_tables.SquareTable attribute) (statsmodels.stats.contingency_tables.Table attribute) (statsmodels.stats.contingency_tables.Table2x2 attribute) Log (class in statsmodels.genmod.families.links) log (class in statsmodels.genmod.families.links) log_oddsratio (statsmodels.stats.contingency_tables.Table2x2 attribute) log_oddsratio_confint() (statsmodels.stats.contingency_tables.Table2x2 method) log_oddsratio_pvalue() (statsmodels.stats.contingency_tables.Table2x2 method) log_oddsratio_se (statsmodels.stats.contingency_tables.Table2x2 attribute) log_riskratio (statsmodels.stats.contingency_tables.Table2x2 attribute) log_riskratio_confint() (statsmodels.stats.contingency_tables.Table2x2 method) log_riskratio_pvalue() (statsmodels.stats.contingency_tables.Table2x2 method) log_riskratio_se (statsmodels.stats.contingency_tables.Table2x2 attribute) logcdf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) logdet() (statsmodels.stats.correlation_tools.FactoredPSDMatrix method) loggammaexpg (in module statsmodels.sandbox.distributions.transformed) Logit (class in statsmodels.discrete.discrete_model) (class in statsmodels.genmod.families.links) logit (class in statsmodels.genmod.families.links) logit() (in module statsmodels.formula.api) LogitGam (class in statsmodels.gam.generalized_additive_model) LogitResults (class in statsmodels.discrete.discrete_model) loglike() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.multivariate.factor.Factor method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.ar_model.AutoReg method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) (statsmodels.tsa.holtwinters.ExponentialSmoothing method) (statsmodels.tsa.holtwinters.Holt method) (statsmodels.tsa.holtwinters.SimpleExpSmoothing method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) (statsmodels.tsa.vector_ar.svar_model.SVAR method) (statsmodels.tsa.vector_ar.var_model.VAR method) (statsmodels.tsa.vector_ar.vecm.VECM method) loglike_and_score() (statsmodels.discrete.discrete_model.MNLogit method) loglike_css() (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) loglike_grp() (statsmodels.discrete.conditional_models.ConditionalLogit method) loglike_kalman() (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) loglike_mu() (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) loglike_obs() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) loglikelihood_burn (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) loglikelihood_burn() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) loglikeobs() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) lognormalg (in module statsmodels.sandbox.distributions.transformed) logodds_pooled (statsmodels.stats.contingency_tables.StratifiedTable attribute) logodds_pooled_confint() (statsmodels.stats.contingency_tables.StratifiedTable method) logodds_pooled_se (statsmodels.stats.contingency_tables.StratifiedTable attribute) logpdf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) logposterior() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) logposterior_grad() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) logsf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) LogTransf_gen (class in statsmodels.sandbox.distributions.transformed) long_run_effects() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) loo_likelihood() (statsmodels.nonparametric.kernel_density.KDEMultivariate method) (statsmodels.nonparametric.kernel_density.KDEMultivariateConditional method) (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) lowess() (in module statsmodels.nonparametric.smoothers_lowess) lpol2index() (in module statsmodels.tsa.arima_process) lpol_fiar() (in module statsmodels.tsa.arima_process) lpol_fima() (in module statsmodels.tsa.arima_process) lpol_sdiff() (in module statsmodels.tsa.arima_process) lr1() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) lr2() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) lr_effect_cov() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) lr_effect_stderr() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) M ma_rep() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) mad() (in module statsmodels.robust.scale) mae (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) mafreq (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) MANOVA (class in statsmodels.multivariate.manova) maparams (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) margeff() (statsmodels.discrete.discrete_model.MultinomialResults method) marginal_probabilities (statsmodels.stats.contingency_tables.SquareTable attribute) (statsmodels.stats.contingency_tables.Table attribute) (statsmodels.stats.contingency_tables.Table2x2 attribute) MarkovAutoregression (class in statsmodels.tsa.regime_switching.markov_autoregression) MarkovRegression (class in statsmodels.tsa.regime_switching.markov_regression) maroots (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) maroots() (statsmodels.sandbox.tsa.fftarma.ArmaFft property) (statsmodels.tsa.arima_process.ArmaProcess property) martingale_residuals (statsmodels.duration.hazard_regression.PHRegResults attribute) max_eig_stat() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) max_eig_stat_crit_vals() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) maxabs() (in module statsmodels.tools.eval_measures) maxzero() (in module statsmodels.sandbox.stats.multicomp) maxzerodown() (in module statsmodels.sandbox.stats.multicomp) mc2mnc() (in module statsmodels.stats.moment_helpers) mc2mvsk() (in module statsmodels.stats.moment_helpers) mcfdr() (in module statsmodels.sandbox.stats.multicomp) mcnemar() (in module statsmodels.sandbox.stats.runs) (in module statsmodels.stats.contingency_tables) mean (statsmodels.stats.weightstats.DescrStatsW attribute) mean() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) mean_deriv() (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.NominalGEE method) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE method) mean_deriv_exog() (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.NominalGEE method) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE method) mean_diff_plot() (in module statsmodels.graphics.agreement) meanabs() (in module statsmodels.tools.eval_measures) medcouple() (in module statsmodels.stats.stattools) median() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) median_test_ksample() (in module statsmodels.sandbox.stats.runs) medianabs() (in module statsmodels.tools.eval_measures) medianbias() (in module statsmodels.tools.eval_measures) Mediation (class in statsmodels.stats.mediation) MediationResults (class in statsmodels.stats.mediation) memory_conserve (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_no_filtered() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter property) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother property) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother property) memory_no_filtered_cov (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_no_filtered_mean (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_no_forecast() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter property) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother property) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother property) memory_no_forecast_cov (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_no_forecast_mean (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_no_gain (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_no_likelihood (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_no_predicted() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter property) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother property) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother property) memory_no_predicted_cov (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_no_predicted_mean (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_no_smoothing (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_no_std_forecast (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_options (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) memory_store_all (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) meth() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) MI (class in statsmodels.imputation.bayes_mi) MICE (class in statsmodels.imputation.mice) MICEData (class in statsmodels.imputation.mice) miso_lfilter() (in module statsmodels.tsa.filters.filtertools) MISSING_VALUES (statsmodels.iolib.foreign.StataReader attribute) (statsmodels.iolib.foreign.StataWriter attribute) MixedLM (class in statsmodels.regression.mixed_linear_model) mixedlm() (in module statsmodels.formula.api) MixedLMResults (class in statsmodels.regression.mixed_linear_model) MLEInfluence (class in statsmodels.stats.outliers_influence) MLEModel (class in statsmodels.tsa.statespace.mlemodel) MLEResults (class in statsmodels.tsa.statespace.mlemodel) mnc2cum() (in module statsmodels.stats.moment_helpers) mnc2mc() (in module statsmodels.stats.moment_helpers) mnc2mvsk() (in module statsmodels.stats.moment_helpers) MNLogit (class in statsmodels.discrete.discrete_model) mnlogit() (in module statsmodels.formula.api) Model (class in statsmodels.base.model) model_latex_names() (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) model_names() (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) model_orders() (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) momcond() (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) momcond_mean() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) moment() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) monotone_fn_inverter() (in module statsmodels.distributions.empirical_distribution) month_plot() (in module statsmodels.graphics.tsaplots) mosaic() (in module statsmodels.graphics.mosaicplot) movmean() (in module statsmodels.sandbox.tsa.movstat) movmoment() (in module statsmodels.sandbox.tsa.movstat) movorder() (in module statsmodels.sandbox.tsa.movstat) movvar() (in module statsmodels.sandbox.tsa.movstat) mse (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) mse() (in module statsmodels.tools.eval_measures) (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) mse_model (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) mse_resid (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) mse_total (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) mu (in module statsmodels.genmod.families.varfuncs) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) mu_cubed (in module statsmodels.genmod.families.varfuncs) mu_squared (in module statsmodels.genmod.families.varfuncs) MultiComparison (class in statsmodels.sandbox.stats.multicomp) multinomial_proportions_confint() (in module statsmodels.stats.proportion) MultinomialModel (class in statsmodels.discrete.discrete_model) MultinomialResults (class in statsmodels.discrete.discrete_model) multipletests() (in module statsmodels.stats.multitest) MultivariateTestResults (class in statsmodels.multivariate.multivariate_ols) mv_mean_contour() (statsmodels.emplike.descriptive.DescStatMV method) mv_test() (statsmodels.multivariate.manova.MANOVA method) (statsmodels.multivariate.multivariate_ols._MultivariateOLSResults method) mv_test_mean() (statsmodels.emplike.descriptive.DescStatMV method) mvnormcdf() (in module statsmodels.sandbox.distributions.extras) mvsk2mc() (in module statsmodels.stats.moment_helpers) mvsk2mnc() (in module statsmodels.stats.moment_helpers) mvstdnormcdf() (in module statsmodels.sandbox.distributions.extras) N nbinom (class in statsmodels.genmod.families.links) (in module statsmodels.genmod.families.varfuncs) NegativeBinomial (class in statsmodels.discrete.discrete_model) (class in statsmodels.genmod.families.family) (class in statsmodels.genmod.families.links) (class in statsmodels.genmod.families.varfuncs) negativebinomial() (in module statsmodels.formula.api) NegativeBinomialP (class in statsmodels.discrete.discrete_model) NegativeBinomialResults (class in statsmodels.discrete.discrete_model) negsquarenormalg (in module statsmodels.sandbox.distributions.transformed) Nested (class in statsmodels.genmod.cov_struct) next_sample() (statsmodels.imputation.mice.MICE method) (statsmodels.imputation.mice.MICEData method) nloglike() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) nloglikeobs() (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) nnlf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) nobs (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) (statsmodels.stats.weightstats.DescrStatsW attribute) nobs() (statsmodels.tsa.ar_model.AutoRegResults property) (statsmodels.tsa.seasonal.DecomposeResult property) nominal_gee() (in module statsmodels.formula.api) NominalGEE (class in statsmodels.genmod.generalized_estimating_equations) NonlinearIVGMM (class in statsmodels.sandbox.regression.gmm) normal_ad() (in module statsmodels.stats.diagnostic) NormalIndPower (class in statsmodels.stats.power) NormalityTestResults (class in statsmodels.tsa.vector_ar.hypothesis_test_results) normalized_cov_params() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) NormExpan_gen (class in statsmodels.sandbox.distributions.extras) null (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) null_deviance (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) NullDistribution (class in statsmodels.stats.multitest) O OaxacaBlinder (class in statsmodels.stats.oaxaca) OaxacaResults (class in statsmodels.stats.oaxaca) objective() (statsmodels.genmod.qif.QIF method) obs() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter property) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother property) (statsmodels.tsa.statespace.representation.Representation property) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother property) obs_cov (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) obs_intercept (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) observed() (statsmodels.tsa.seasonal.DecomposeResult property) observed_crude_oddsratio() (statsmodels.genmod.cov_struct.GlobalOddsRatio method) observed_information_matrix() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) oddsratio (statsmodels.stats.contingency_tables.Table2x2 attribute) oddsratio_confint() (statsmodels.stats.contingency_tables.Table2x2 method) oddsratio_pooled (statsmodels.stats.contingency_tables.StratifiedTable attribute) oddsratio_pooled_confint() (statsmodels.stats.contingency_tables.StratifiedTable method) oddsratio_pvalue() (statsmodels.stats.contingency_tables.Table2x2 method) OLS (class in statsmodels.regression.linear_model) ols() (in module statsmodels.formula.api) OLSEffects (class in statsmodels.stats.knockoff_regeffects) OLSInfluence (class in statsmodels.stats.outliers_influence) OLSResults (class in statsmodels.regression.linear_model) omni_normtest() (in module statsmodels.stats.stattools) opg_information_matrix() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) Optimizer (class in statsmodels.base.optimizer) ordinal_gee() (in module statsmodels.formula.api) OrdinalGEE (class in statsmodels.genmod.generalized_estimating_equations) orth_ma_rep() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) outlier_test() (statsmodels.regression.linear_model.OLSResults method) P pacf() (in module statsmodels.tsa.stattools) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) pacf_burg() (in module statsmodels.tsa.stattools) pacf_ols() (in module statsmodels.tsa.stattools) pacf_yw() (in module statsmodels.tsa.stattools) pad() (statsmodels.iolib.table.SimpleTable method) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) padarr() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) pairwise_tukeyhsd() (in module statsmodels.stats.multicomp) param_names() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression property) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) param_terms() (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) params (statsmodels.regression.rolling.RollingRegressionResults attribute) params() (statsmodels.tsa.ar_model.AutoRegResults property) params_complete (statsmodels.tsa.arima.model.ARIMA attribute) (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) params_not_obsi() (statsmodels.stats.outliers_influence.OLSInfluence property) params_one (statsmodels.stats.outliers_influence.GLMInfluence attribute) (statsmodels.stats.outliers_influence.MLEInfluence attribute) params_sensitivity() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) partial_values() (statsmodels.gam.generalized_additive_model.GLMGamResults method) PCA (class in statsmodels.multivariate.pca) pca() (in module statsmodels.multivariate.pca) pdf() (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.nonparametric.kernel_density.KDEMultivariate method) (statsmodels.nonparametric.kernel_density.KDEMultivariateConditional method) (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.stats.multitest.NullDistribution method) pdf_moments() (in module statsmodels.sandbox.distributions.extras) pdf_moments_st() (in module statsmodels.sandbox.distributions.extras) pdf_mvsk() (in module statsmodels.sandbox.distributions.extras) pearson_chi2 (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) periodogram() (in module statsmodels.tsa.stattools) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) perturb_params() (statsmodels.imputation.mice.MICEData method) PHReg (class in statsmodels.duration.hazard_regression) phreg() (in module statsmodels.formula.api) PHRegResults (class in statsmodels.duration.hazard_regression) plot() (statsmodels.duration.survfunc.SurvfuncRight method) (statsmodels.tsa.seasonal.DecomposeResult method) (statsmodels.tsa.vector_ar.irf.IRAnalysis method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.FEVD method) (statsmodels.tsa.vector_ar.var_model.VARResults method) plot4() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) plot_acf() (in module statsmodels.graphics.tsaplots) plot_acorr() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) plot_added_variable() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) plot_bivariate() (statsmodels.imputation.mice.MICEData method) plot_ccpr() (in module statsmodels.graphics.regressionplots) plot_ccpr_grid() (in module statsmodels.graphics.regressionplots) plot_ceres_residuals() (in module statsmodels.graphics.regressionplots) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) plot_coefficients_of_determination() (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) plot_components() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) plot_contour() (statsmodels.emplike.descriptive.DescStatUV method) plot_corr() (in module statsmodels.graphics.correlation) plot_corr_grid() (in module statsmodels.graphics.correlation) plot_cum_effects() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) plot_cusum() (statsmodels.regression.recursive_ls.RecursiveLSResults method) plot_cusum_squares() (statsmodels.regression.recursive_ls.RecursiveLSResults method) plot_data() (statsmodels.tsa.vector_ar.vecm.VECMResults method) plot_diagnostics() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) plot_fit() (in module statsmodels.graphics.regressionplots) plot_fit_obs() (statsmodels.imputation.mice.MICEData method) plot_forecast() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) plot_imputed_hist() (statsmodels.imputation.mice.MICEData method) plot_index() (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) (statsmodels.stats.outliers_influence.OLSInfluence method) plot_influence() (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) (statsmodels.stats.outliers_influence.OLSInfluence method) plot_isotropic_dependence() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) plot_leverage_resid2() (in module statsmodels.graphics.regressionplots) plot_loadings() (statsmodels.multivariate.factor.FactorResults method) plot_missing_pattern() (statsmodels.imputation.mice.MICEData method) plot_pacf() (in module statsmodels.graphics.tsaplots) plot_partial() (statsmodels.gam.generalized_additive_model.GLMGamResults method) plot_partial_residuals() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) plot_partregress() (in module statsmodels.graphics.regressionplots) plot_partregress_grid() (in module statsmodels.graphics.regressionplots) plot_power() (statsmodels.stats.power.FTestAnovaPower method) (statsmodels.stats.power.FTestPower method) (statsmodels.stats.power.GofChisquarePower method) (statsmodels.stats.power.NormalIndPower method) (statsmodels.stats.power.TTestIndPower method) (statsmodels.stats.power.TTestPower method) plot_predict() (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) plot_recursive_coefficient() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.regression.rolling.RollingRegressionResults method) plot_regress_exog() (in module statsmodels.graphics.regressionplots) plot_rsquare() (statsmodels.multivariate.pca.PCA method) plot_sample_acorr() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) plot_scree() (statsmodels.multivariate.factor.FactorResults method) (statsmodels.multivariate.pca.PCA method) plot_simultaneous() (statsmodels.sandbox.stats.multicomp.TukeyHSDResults method) plotsim() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) Poisson (class in statsmodels.discrete.discrete_model) (class in statsmodels.genmod.families.family) poisson() (in module statsmodels.formula.api) PoissonBayesMixedGLM (class in statsmodels.genmod.bayes_mixed_glm) PoissonGMLE (class in statsmodels.miscmodels.count) PoissonOffsetGMLE (class in statsmodels.miscmodels.count) PoissonZiGMLE (class in statsmodels.miscmodels.count) pooled_odds_ratio() (statsmodels.genmod.cov_struct.GlobalOddsRatio method) pop() (statsmodels.iolib.table.SimpleTable method) Power (class in statsmodels.genmod.families.links) (class in statsmodels.genmod.families.varfuncs) power() (statsmodels.stats.power.FTestAnovaPower method) (statsmodels.stats.power.FTestPower method) (statsmodels.stats.power.GofChisquarePower method) (statsmodels.stats.power.NormalIndPower method) (statsmodels.stats.power.TTestIndPower method) (statsmodels.stats.power.TTestPower method) power_binom_tost() (in module statsmodels.stats.proportion) power_ztost_prop() (in module statsmodels.stats.proportion) powerdiscrepancy() (in module statsmodels.stats.gof) ppf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) ppplot() (statsmodels.graphics.gofplots.ProbPlot method) pred_table() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) predict() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.elastic_net.RegularizedResults method) (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.base.model.Model method) (statsmodels.base.model.Results method) (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults method) (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_estimating_equations.NominalGEE method) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIF method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.multivariate.cancorr.CanCorr method) (statsmodels.multivariate.factor.Factor method) (statsmodels.multivariate.manova.MANOVA method) (statsmodels.multivariate.multivariate_ols._MultivariateOLS method) (statsmodels.regression.dimred.DimReductionResults method) (statsmodels.regression.dimred.PrincipalHessianDirections method) (statsmodels.regression.dimred.SlicedAverageVarianceEstimation method) (statsmodels.regression.dimred.SlicedInverseReg method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) (statsmodels.sandbox.sysreg.SUR method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoReg method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMA method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.holtwinters.ExponentialSmoothing method) (statsmodels.tsa.holtwinters.Holt method) (statsmodels.tsa.holtwinters.HoltWintersResults method) (statsmodels.tsa.holtwinters.SimpleExpSmoothing method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.kalman_filter.FilterResults method) (statsmodels.tsa.statespace.kalman_filter.PredictionResults method) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAX method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) (statsmodels.tsa.vector_ar.svar_model.SVAR method) (statsmodels.tsa.vector_ar.var_model.VAR method) (statsmodels.tsa.vector_ar.vecm.VECM method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) predict_conditional() (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) predict_distribution() (statsmodels.miscmodels.count.PoissonGMLE method) PredictionResults (class in statsmodels.genmod.generalized_linear_model) (class in statsmodels.regression.linear_model) (class in statsmodels.tsa.statespace.kalman_filter) prefix() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter property) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother property) (statsmodels.tsa.statespace.representation.Representation property) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother property) prepare_data() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) PrincipalHessianDirections (class in statsmodels.regression.dimred) Probit (class in statsmodels.discrete.discrete_model) probit (class in statsmodels.genmod.families.links) probit() (in module statsmodels.formula.api) ProbitResults (class in statsmodels.discrete.discrete_model) ProbPlot (class in statsmodels.graphics.gofplots) probplot() (statsmodels.graphics.gofplots.ProbPlot method) ProcessMLE (class in statsmodels.regression.process_regression) ProcessMLEResults (class in statsmodels.regression.process_regression) procrustes() (in module statsmodels.multivariate.factor_rotation) profile_re() (statsmodels.regression.mixed_linear_model.MixedLMResults method) project() (statsmodels.multivariate.pca.PCA method) promax() (in module statsmodels.multivariate.factor_rotation) proportion_confint() (in module statsmodels.stats.proportion) proportion_effectsize() (in module statsmodels.stats.proportion) proportions_chisquare() (in module statsmodels.stats.proportion) proportions_chisquare_allpairs() (in module statsmodels.stats.proportion) proportions_chisquare_pairscontrol() (in module statsmodels.stats.proportion) proportions_ztest() (in module statsmodels.stats.proportion) proportions_ztost() (in module statsmodels.stats.proportion) prsquared (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) psi() (statsmodels.robust.norms.AndrewWave method) (statsmodels.robust.norms.Hampel method) (statsmodels.robust.norms.HuberT method) (statsmodels.robust.norms.LeastSquares method) (statsmodels.robust.norms.RamsayE method) (statsmodels.robust.norms.RobustNorm method) (statsmodels.robust.norms.TrimmedMean method) (statsmodels.robust.norms.TukeyBiweight method) psi_deriv() (statsmodels.robust.norms.AndrewWave method) (statsmodels.robust.norms.Hampel method) (statsmodels.robust.norms.HuberT method) (statsmodels.robust.norms.LeastSquares method) (statsmodels.robust.norms.RamsayE method) (statsmodels.robust.norms.RobustNorm method) (statsmodels.robust.norms.TrimmedMean method) (statsmodels.robust.norms.TukeyBiweight method) pvalues (statsmodels.base.distributed_estimation.DistributedResults attribute) (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.LikelihoodModelResults attribute) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.duration.hazard_regression.PHRegResults attribute) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEMargins attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) (statsmodels.genmod.qif.QIFResults attribute) (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.robust.robust_linear_model.RLMResults attribute) (statsmodels.sandbox.regression.gmm.GMMResults attribute) (statsmodels.sandbox.regression.gmm.IVGMMResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) pvalues_alpha (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) pvalues_beta (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) pvalues_det_coef (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) pvalues_det_coef_coint (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) pvalues_dt (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) pvalues_endog_lagged (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) pvalues_gamma (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) Q q (statsmodels.sandbox.regression.gmm.GMMResults attribute) (statsmodels.sandbox.regression.gmm.IVGMMResults attribute) q_stat() (in module statsmodels.tsa.stattools) qcrit (in module statsmodels.sandbox.stats.multicomp) qic() (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_estimating_equations.NominalGEE method) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE method) QIF (class in statsmodels.genmod.qif) QIFResults (class in statsmodels.genmod.qif) qqline() (in module statsmodels.graphics.gofplots) qqplot() (in module statsmodels.graphics.gofplots) (statsmodels.graphics.gofplots.ProbPlot method) qqplot_2samples() (in module statsmodels.graphics.gofplots) quantile() (statsmodels.duration.survfunc.SurvfuncRight method) (statsmodels.stats.weightstats.DescrStatsW method) quantile_ci() (statsmodels.duration.survfunc.SurvfuncRight method) QuantReg (class in statsmodels.regression.quantile_regression) quantreg() (in module statsmodels.formula.api) QuantRegResults (class in statsmodels.regression.quantile_regression) quarter_plot() (in module statsmodels.graphics.tsaplots) R r0t() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) r_squared() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) rainbowplot() (in module statsmodels.graphics.functional) RamsayE (class in statsmodels.robust.norms) randmvn() (in module statsmodels.sandbox.stats.multicomp) random_effects (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) random_effects() (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults method) random_effects_cov (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) random_state() (statsmodels.sandbox.distributions.extras.ACSkewT_gen property) (statsmodels.sandbox.distributions.extras.NormExpan_gen property) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen property) (statsmodels.sandbox.distributions.extras.SkewNorm_gen property) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen property) (statsmodels.sandbox.distributions.transformed.LogTransf_gen property) (statsmodels.sandbox.distributions.transformed.Transf_gen property) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen property) rankdata() (in module statsmodels.sandbox.stats.multicomp) recipr() (in module statsmodels.tools.tools) recipr0() (in module statsmodels.tools.tools) recursive_coefficients() (statsmodels.regression.recursive_ls.RecursiveLSResults property) recursive_filter() (in module statsmodels.tsa.filters.filtertools) recursive_olsresiduals() (in module statsmodels.stats.diagnostic) RecursiveLS (class in statsmodels.regression.recursive_ls) RecursiveLSResults (class in statsmodels.regression.recursive_ls) reduceform() (statsmodels.tsa.varma_process.VarmaPoly method) reduceparams() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) regime_transition_matrix() (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) RegModelEffects (class in statsmodels.stats.knockoff_regeffects) regression_coefficients() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) RegressionFDR (class in statsmodels.stats.multitest) RegressionResults (class in statsmodels.regression.linear_model) RegularizedResults (class in statsmodels.base.elastic_net) rejectionline() (in module statsmodels.sandbox.stats.multicomp) remove() (statsmodels.iolib.table.SimpleTable method) remove_data() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.regression.rolling.RollingRegressionResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) reorder() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) Representation (class in statsmodels.tsa.statespace.representation) representation_attributes (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) resid (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.robust.robust_linear_model.RLMResults attribute) (statsmodels.sandbox.regression.gmm.IVGMMResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) resid() (statsmodels.tsa.seasonal.DecomposeResult property) resid_acorr() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) resid_acov() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) resid_anscombe (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) resid_anscombe() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) resid_anscombe_scaled (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) resid_anscombe_unscaled (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) resid_centered (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) resid_centered_split (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) resid_corr (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) resid_dev (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) resid_dev() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) resid_deviance (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) resid_generalized (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) resid_misclassified (statsmodels.discrete.discrete_model.MultinomialResults attribute) resid_pearson (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) (statsmodels.stats.contingency_tables.SquareTable attribute) (statsmodels.stats.contingency_tables.Table attribute) (statsmodels.stats.contingency_tables.Table2x2 attribute) resid_press (statsmodels.stats.outliers_influence.OLSInfluence attribute) resid_recursive (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) resid_response (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) resid_split (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) resid_std (statsmodels.stats.outliers_influence.OLSInfluence attribute) resid_studentized (statsmodels.stats.outliers_influence.GLMInfluence attribute) (statsmodels.stats.outliers_influence.MLEInfluence attribute) (statsmodels.stats.outliers_influence.OLSInfluence attribute) resid_studentized_external (statsmodels.stats.outliers_influence.OLSInfluence attribute) resid_studentized_internal (statsmodels.stats.outliers_influence.OLSInfluence attribute) resid_var (statsmodels.stats.outliers_influence.OLSInfluence attribute) resid_working (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) ResultMixin (class in statsmodels.base.model) Results (class in statsmodels.base.model) results_class (statsmodels.sandbox.regression.gmm.GMM attribute) (statsmodels.sandbox.regression.gmm.IVGMM attribute) (statsmodels.sandbox.regression.gmm.LinearIVGMM attribute) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM attribute) reverse() (statsmodels.iolib.table.SimpleTable method) rho() (statsmodels.robust.norms.AndrewWave method) (statsmodels.robust.norms.Hampel method) (statsmodels.robust.norms.HuberT method) (statsmodels.robust.norms.LeastSquares method) (statsmodels.robust.norms.RamsayE method) (statsmodels.robust.norms.RobustNorm method) (statsmodels.robust.norms.TrimmedMean method) (statsmodels.robust.norms.TukeyBiweight method) risk_pooled (statsmodels.stats.contingency_tables.StratifiedTable attribute) riskratio (statsmodels.stats.contingency_tables.Table2x2 attribute) riskratio_confint() (statsmodels.stats.contingency_tables.Table2x2 method) riskratio_pooled (statsmodels.stats.contingency_tables.StratifiedTable attribute) riskratio_pvalue() (statsmodels.stats.contingency_tables.Table2x2 method) rkt() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) RLM (class in statsmodels.robust.robust_linear_model) rlm() (in module statsmodels.formula.api) RLMResults (class in statsmodels.robust.robust_linear_model) rmse() (in module statsmodels.tools.eval_measures) rng (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM attribute) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM attribute) robust_covariance() (statsmodels.duration.hazard_regression.PHReg method) robust_kurtosis() (in module statsmodels.stats.stattools) robust_skewness() (in module statsmodels.stats.stattools) RobustNorm (class in statsmodels.robust.norms) RollingOLS (class in statsmodels.regression.rolling) RollingRegressionResults (class in statsmodels.regression.rolling) RollingWLS (class in statsmodels.regression.rolling) roots (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) rotate() (statsmodels.multivariate.factor.FactorResults method) rotate_factors() (in module statsmodels.multivariate.factor_rotation) rsquared (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) rsquared_adj (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) run() (statsmodels.sandbox.stats.multicomp.StepDown method) runbasic() (statsmodels.sandbox.stats.multicomp.GroupsStats method) runbasic_old() (statsmodels.sandbox.stats.multicomp.GroupsStats method) Runs (class in statsmodels.sandbox.stats.runs) runs_test() (statsmodels.sandbox.stats.runs.Runs method) runstest_1samp() (in module statsmodels.sandbox.stats.runs) runstest_2samp() (in module statsmodels.sandbox.stats.runs) rvs() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) S safe_links (statsmodels.genmod.families.family.Binomial attribute) (statsmodels.genmod.families.family.Gamma attribute) (statsmodels.genmod.families.family.Gaussian attribute) (statsmodels.genmod.families.family.InverseGaussian attribute) (statsmodels.genmod.families.family.NegativeBinomial attribute) (statsmodels.genmod.families.family.Poisson attribute) (statsmodels.genmod.families.family.Tweedie attribute) sample_acorr() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) sample_acov() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) sample_percentiles (statsmodels.graphics.gofplots.ProbPlot attribute) sample_quantiles (statsmodels.graphics.gofplots.ProbPlot attribute) samplesize_confint_proportion() (in module statsmodels.stats.proportion) SARIMAX (class in statsmodels.tsa.statespace.sarimax) SARIMAXResults (class in statsmodels.tsa.statespace.sarimax) save() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.regression.rolling.RollingRegressionResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) save_pickle() (in module statsmodels.iolib.smpickle) savetxt() (in module statsmodels.iolib.foreign) scale() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) scatter_ellipse() (in module statsmodels.graphics.plot_grids) schoenfeld_residuals (statsmodels.duration.hazard_regression.PHRegResults attribute) score() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.multivariate.factor.Factor method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.ar_model.AutoReg method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) (statsmodels.tsa.holtwinters.ExponentialSmoothing method) (statsmodels.tsa.holtwinters.Holt method) (statsmodels.tsa.holtwinters.SimpleExpSmoothing method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) (statsmodels.tsa.vector_ar.svar_model.SVAR method) (statsmodels.tsa.vector_ar.var_model.VAR method) (statsmodels.tsa.vector_ar.vecm.VECM method) score_cu() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) score_factor() (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) score_full() (statsmodels.regression.mixed_linear_model.MixedLM method) score_grp() (statsmodels.discrete.conditional_models.ConditionalLogit method) score_numdiff() (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) score_obs() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) score_obsv (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.ResultMixin attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) score_residuals (statsmodels.duration.hazard_regression.PHRegResults attribute) score_residuals() (statsmodels.duration.hazard_regression.PHReg method) score_sqrt() (statsmodels.regression.mixed_linear_model.MixedLM method) score_test() (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLM method) se_cov() (in module statsmodels.stats.moment_helpers) (in module statsmodels.stats.sandwich_covariance) se_mean() (statsmodels.genmod.generalized_linear_model.PredictionResults property) (statsmodels.regression.linear_model.PredictionResults property) se_obs() (statsmodels.genmod.generalized_linear_model.PredictionResults property) (statsmodels.regression.linear_model.PredictionResults property) seasonal() (statsmodels.tsa.ar_model.AutoReg property) (statsmodels.tsa.seasonal.DecomposeResult property) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) seasonal_decompose() (in module statsmodels.tsa.seasonal) seasonalarparams (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) seasonalmaparams (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) select_bandwidth() (in module statsmodels.nonparametric.bandwidths) select_coint_rank() (in module statsmodels.tsa.vector_ar.vecm) select_order() (in module statsmodels.tsa.vector_ar.vecm) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.vector_ar.var_model.VAR method) select_penweight() (statsmodels.gam.generalized_additive_model.GLMGam method) select_penweight_kfold() (statsmodels.gam.generalized_additive_model.GLMGam method) selection (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) Sem2SLS (class in statsmodels.sandbox.sysreg) sensitivity_params() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) set_conserve_memory() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) set_filter_method() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) set_filter_timing() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) set_imputer() (statsmodels.imputation.mice.MICEData method) set_inversion_method() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) set_null_options() (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) set_param_names() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) set_partition() (in module statsmodels.sandbox.stats.multicomp) set_remove_subs() (in module statsmodels.sandbox.stats.multicomp) set_smooth_method() (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) set_smoother_output() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) set_stability_method() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) setup() (statsmodels.tsa.statespace.structural.UnobservedComponents method) setup_nominal() (statsmodels.genmod.generalized_estimating_equations.NominalGEE method) setup_ordinal() (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE method) sf (statsmodels.nonparametric.kde.KDEUnivariate attribute) sf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) show_versions() (in module statsmodels.tools.print_version) sig_test() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) sigma2() (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) sigma2_not_obsi (statsmodels.stats.outliers_influence.OLSInfluence attribute) sigma_u_mle (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) sign_test() (in module statsmodels.sandbox.descstats) (in module statsmodels.stats.descriptivestats) SimpleExpSmoothing (class in statsmodels.tsa.holtwinters) SimpleTable (class in statsmodels.iolib.table) simulate() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAX method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) simulate_all() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults property) simulate_disturbance() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults property) simulate_state() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults property) simulate_var() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) simulated_measurement_disturbance() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults property) simulated_state() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults property) simulated_state_disturbance() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults property) simulation_output() (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoothResults property) simulation_outputs (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) simulation_smoother() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) SimulationSmoother (class in statsmodels.tsa.statespace.simulation_smoother) SimulationSmoothResults (class in statsmodels.tsa.statespace.simulation_smoother) simultaneous_cb() (statsmodels.duration.survfunc.SurvfuncRight method) sirf_errband_mc() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) skewnorm2 (in module statsmodels.sandbox.distributions.extras) SkewNorm2_gen (class in statsmodels.sandbox.distributions.extras) SkewNorm_gen (class in statsmodels.sandbox.distributions.extras) SlicedAverageVarianceEstimation (class in statsmodels.regression.dimred) SlicedInverseReg (class in statsmodels.regression.dimred) smooth() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) smooth_alternative (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smooth_classical (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smooth_conventional (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smooth_method (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smooth_methods (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smooth_univariate (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smoothed_forecasts() (statsmodels.tsa.statespace.kalman_smoother.SmootherResults property) smoothed_forecasts_error() (statsmodels.tsa.statespace.kalman_smoother.SmootherResults property) smoothed_forecasts_error_cov() (statsmodels.tsa.statespace.kalman_smoother.SmootherResults property) smoother_all (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smoother_disturbance (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smoother_disturbance_cov (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smoother_output (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smoother_outputs (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smoother_state (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smoother_state_autocov (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) smoother_state_cov (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) SmootherResults (class in statsmodels.tsa.statespace.kalman_smoother) solve() (statsmodels.stats.correlation_tools.FactoredPSDMatrix method) solve_cholesky (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) solve_lu (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) solve_power() (statsmodels.stats.power.FTestAnovaPower method) (statsmodels.stats.power.FTestPower method) (statsmodels.stats.power.GofChisquarePower method) (statsmodels.stats.power.NormalIndPower method) (statsmodels.stats.power.TTestIndPower method) (statsmodels.stats.power.TTestPower method) sort() (statsmodels.iolib.table.SimpleTable method) sorted_data (statsmodels.graphics.gofplots.ProbPlot attribute) spd() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) spddirect() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) spdmapoly() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) spdpoly() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) spdroots() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) spdshift() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) spec_hausman() (statsmodels.sandbox.regression.gmm.IVRegressionResults method) spec_white() (in module statsmodels.stats.diagnostic) split_centered_resid (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) split_resid (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) SquareFunc (class in statsmodels.sandbox.distributions.transformed) squarefunc() (statsmodels.sandbox.distributions.transformed.SquareFunc method) squarenormalg (in module statsmodels.sandbox.distributions.transformed) SquareTable (class in statsmodels.stats.contingency_tables) squaretg (in module statsmodels.sandbox.distributions.transformed) sresid (statsmodels.robust.robust_linear_model.RLMResults attribute) sse (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) ssr (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVGMMResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) stability_force_symmetry (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) stability_method (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) stability_methods (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) stacksquare() (statsmodels.tsa.varma_process.VarmaPoly method) standard_errors (statsmodels.duration.hazard_regression.PHRegResults attribute) standard_errors() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) standardized_forecasts_error() (statsmodels.tsa.statespace.kalman_filter.FilterResults property) (statsmodels.tsa.statespace.kalman_filter.PredictionResults property) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults property) standardized_resids (statsmodels.stats.contingency_tables.SquareTable attribute) (statsmodels.stats.contingency_tables.Table attribute) (statsmodels.stats.contingency_tables.Table2x2 attribute) start_params() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression property) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) start_weights() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) starting_mu() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) StataReader (class in statsmodels.iolib.foreign) StataWriter (class in statsmodels.iolib.foreign) state_cov (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) state_intercept (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) state_names() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) states() (statsmodels.regression.recursive_ls.RecursiveLSResults property) (statsmodels.tsa.arima.model.ARIMAResults property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults property) (statsmodels.tsa.statespace.mlemodel.MLEResults property) (statsmodels.tsa.statespace.sarimax.SARIMAXResults property) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) (statsmodels.tsa.statespace.varmax.VARMAXResults property) stats() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.stats.knockoff_regeffects.CorrelationEffects method) (statsmodels.stats.knockoff_regeffects.ForwardEffects method) (statsmodels.stats.knockoff_regeffects.OLSEffects method) (statsmodels.stats.knockoff_regeffects.RegModelEffects method) statsmodels (module) statsmodels.base.distributed_estimation (module) statsmodels.base.model (module) statsmodels.base.optimizer (module) statsmodels.discrete.conditional_models (module) statsmodels.discrete.count_model (module) statsmodels.discrete.discrete_model (module) statsmodels.distributions.empirical_distribution (module) statsmodels.duration (module) statsmodels.duration.hazard_regression (module) statsmodels.duration.survfunc (module) statsmodels.emplike (module) statsmodels.gam.generalized_additive_model (module) statsmodels.gam.smooth_basis (module) statsmodels.genmod.bayes_mixed_glm (module) statsmodels.genmod.cov_struct (module) statsmodels.genmod.families.family (module), [1] statsmodels.genmod.families.links (module) statsmodels.genmod.families.varfuncs (module) statsmodels.genmod.generalized_estimating_equations (module) statsmodels.genmod.generalized_linear_model (module) statsmodels.genmod.qif (module) statsmodels.graphics (module) statsmodels.imputation.mice (module) statsmodels.iolib (module) statsmodels.miscmodels (module) statsmodels.miscmodels.count (module) statsmodels.miscmodels.tmodel (module) statsmodels.multivariate (module) statsmodels.multivariate.pca (module) statsmodels.nonparametric (module) statsmodels.regression.dimred (module) statsmodels.regression.linear_model (module) statsmodels.regression.mixed_linear_model (module) statsmodels.regression.process_regression (module) statsmodels.regression.quantile_regression (module) statsmodels.regression.recursive_ls (module) statsmodels.regression.rolling (module) statsmodels.rlm (module) statsmodels.robust (module) statsmodels.robust.norms (module) statsmodels.robust.robust_linear_model (module) statsmodels.robust.scale (module) statsmodels.sandbox (module) statsmodels.sandbox.distributions (module) statsmodels.sandbox.distributions.extras (module) statsmodels.sandbox.distributions.transformed (module) statsmodels.sandbox.regression (module) statsmodels.sandbox.regression.anova_nistcertified (module) statsmodels.sandbox.regression.gmm (module) statsmodels.sandbox.stats.multicomp (module) statsmodels.sandbox.stats.runs (module) statsmodels.sandbox.sysreg (module) statsmodels.sandbox.tools.tools_tsa (module) statsmodels.sandbox.tsa (module) statsmodels.stats (module) statsmodels.stats.anova (module) statsmodels.stats.contingency_tables (module) statsmodels.stats.contrast (module) statsmodels.stats.correlation_tools (module) statsmodels.stats.descriptivestats (module) statsmodels.stats.diagnostic (module) statsmodels.stats.dist_dependence_measures (module) statsmodels.stats.gof (module) statsmodels.stats.inter_rater (module) statsmodels.stats.knockoff_regeffects (module) statsmodels.stats.mediation (module) statsmodels.stats.moment_helpers (module) statsmodels.stats.multicomp (module) statsmodels.stats.multitest (module) statsmodels.stats.oaxaca (module) statsmodels.stats.outliers_influence (module) statsmodels.stats.power (module) statsmodels.stats.proportion (module) statsmodels.stats.stattools (module) statsmodels.stats.weightstats (module) statsmodels.tools (module) statsmodels.tsa (module) statsmodels.tsa.statespace (module) statsmodels.tsa.vector_ar (module) statsmodels.tsa.vector_ar.svar_model (module) statsmodels.tsa.vector_ar.var_model (module) std (statsmodels.stats.weightstats.DescrStatsW attribute) std() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) std_ddof() (statsmodels.stats.weightstats.DescrStatsW method) std_mean (statsmodels.stats.weightstats.DescrStatsW attribute) std_meandiff_pooledvar (statsmodels.stats.weightstats.CompareMeans attribute) std_meandiff_separatevar (statsmodels.stats.weightstats.CompareMeans attribute) stde() (in module statsmodels.tools.eval_measures) stderr (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) stderr() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) stderr_alpha (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) stderr_beta (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) stderr_coint (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) stderr_det_coef (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) stderr_det_coef_coint (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) stderr_dt (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) stderr_endog_lagged (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) stderr_gamma (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) stderr_params (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) StepDown (class in statsmodels.sandbox.stats.multicomp) stepdown() (statsmodels.sandbox.stats.multicomp.StepDown method) StepFunction (class in statsmodels.distributions.empirical_distribution) STL (class in statsmodels.tsa.seasonal) StratifiedTable (class in statsmodels.stats.contingency_tables) sum (statsmodels.stats.weightstats.DescrStatsW attribute) sum_weights (statsmodels.stats.weightstats.DescrStatsW attribute) Summary (class in statsmodels.iolib.summary) (class in statsmodels.iolib.summary2) summary() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.elastic_net.RegularizedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.base.model.Results method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.duration.survfunc.SurvfuncRight method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults method) (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.multivariate.factor.FactorResults method) (statsmodels.multivariate.multivariate_ols._MultivariateOLSResults method) (statsmodels.multivariate.multivariate_ols.MultivariateTestResults method) (statsmodels.regression.dimred.DimReductionResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.sandbox.stats.multicomp.TukeyHSDResults method) (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.StratifiedTable method) (statsmodels.stats.contingency_tables.Table2x2 method) (statsmodels.stats.contrast.ContrastResults method) (statsmodels.stats.mediation.MediationResults method) (statsmodels.stats.multitest.RegressionFDR method) (statsmodels.stats.oaxaca.OaxacaResults method) (statsmodels.stats.weightstats.CompareMeans method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.holtwinters.HoltWintersResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) (statsmodels.tsa.vector_ar.hypothesis_test_results.CausalityTestResults method) (statsmodels.tsa.vector_ar.hypothesis_test_results.HypothesisTestResults method) (statsmodels.tsa.vector_ar.hypothesis_test_results.NormalityTestResults method) (statsmodels.tsa.vector_ar.hypothesis_test_results.WhitenessTestResults method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.FEVD method) (statsmodels.tsa.vector_ar.var_model.LagOrderResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.CointRankResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) summary2() (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) summary_frame() (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_linear_model.PredictionResults method) (statsmodels.multivariate.multivariate_ols.MultivariateTestResults property) (statsmodels.regression.linear_model.PredictionResults method) (statsmodels.stats.contrast.ContrastResults method) (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) (statsmodels.stats.outliers_influence.OLSInfluence method) summary_table() (statsmodels.stats.outliers_influence.OLSInfluence method) sumsquares (statsmodels.stats.weightstats.DescrStatsW attribute) support() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) SUR (class in statsmodels.sandbox.sysreg) SurvfuncRight (class in statsmodels.duration.survfunc) SVAR (class in statsmodels.tsa.vector_ar.svar_model) svar_ma_rep() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) SVARProcess (class in statsmodels.tsa.vector_ar.svar_model) SVARResults (class in statsmodels.tsa.vector_ar.svar_model) symmetry() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table2x2 method) symmetry_bowker() (in module statsmodels.sandbox.stats.runs) T t_test() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.generalized_linear_model.PredictionResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) t_test_pairwise() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) Table (class in statsmodels.stats.contingency_tables) Table2x2 (class in statsmodels.stats.contingency_tables) target_rotation() (in module statsmodels.multivariate.factor_rotation) tconfint_diff() (statsmodels.stats.weightstats.CompareMeans method) tconfint_mean() (statsmodels.stats.weightstats.DescrStatsW method) test() (in module statsmodels.__init__) test_causality() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) test_corr() (statsmodels.emplike.descriptive.DescStatMV method) test_equal_odds() (statsmodels.stats.contingency_tables.StratifiedTable method) test_granger_causality() (statsmodels.tsa.vector_ar.vecm.VECMResults method) test_heteroskedasticity() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) test_inst_causality() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) test_joint_skew_kurt() (statsmodels.emplike.descriptive.DescStatUV method) test_kurt() (statsmodels.emplike.descriptive.DescStatUV method) test_mean() (statsmodels.emplike.descriptive.DescStatUV method) test_nominal_association() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) test_normality() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) test_null_odds() (statsmodels.stats.contingency_tables.StratifiedTable method) test_ordinal_association() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) test_serial_correlation() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) test_significance() (statsmodels.gam.generalized_additive_model.GLMGamResults method) test_skew() (statsmodels.emplike.descriptive.DescStatUV method) test_var() (statsmodels.emplike.descriptive.DescStatUV method) test_whiteness() (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) theoretical_percentiles (statsmodels.graphics.gofplots.ProbPlot attribute) theoretical_quantiles (statsmodels.graphics.gofplots.ProbPlot attribute) three_fold() (statsmodels.stats.oaxaca.OaxacaBlinder method) threshold() (statsmodels.stats.multitest.RegressionFDR method) tiecorrect() (in module statsmodels.sandbox.stats.multicomp) time_invariant() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter property) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother property) (statsmodels.tsa.statespace.representation.Representation property) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother property) timing_init_filtered (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) timing_init_predicted (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) timing_options (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) TLinearModel (class in statsmodels.miscmodels.tmodel) to_matrix() (statsmodels.stats.correlation_tools.FactoredPSDMatrix method) to_table() (in module statsmodels.stats.inter_rater) to_vecm() (statsmodels.tsa.vector_ar.svar_model.SVARProcess method) (statsmodels.tsa.vector_ar.svar_model.SVARResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) tolerance() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.arima.model.ARIMA property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) trace_stat() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) trace_stat_crit_vals() (statsmodels.tsa.vector_ar.vecm.JohansenTestResult property) Transf_gen (class in statsmodels.sandbox.distributions.transformed) transform() (statsmodels.gam.smooth_basis.BSplines method) (statsmodels.gam.smooth_basis.CyclicCubicSplines method) transform_jacobian() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) transform_params() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) TransfTwo_gen (class in statsmodels.sandbox.distributions.transformed) transition (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) (statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother attribute) trend() (statsmodels.tsa.seasonal.DecomposeResult property) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) TrimmedMean (class in statsmodels.robust.norms) tt_ind_solve_power() (in module statsmodels.stats.power) tt_solve_power() (in module statsmodels.stats.power) ttest_ind() (in module statsmodels.stats.weightstats) (statsmodels.stats.weightstats.CompareMeans method) ttest_mean() (statsmodels.stats.weightstats.DescrStatsW method) TTestIndPower (class in statsmodels.stats.power) TTestPower (class in statsmodels.stats.power) ttost_ind() (in module statsmodels.stats.weightstats) (statsmodels.stats.weightstats.CompareMeans method) ttost_mean() (statsmodels.stats.weightstats.DescrStatsW method) ttost_paired() (in module statsmodels.stats.weightstats) TukeyBiweight (class in statsmodels.robust.norms) tukeyhsd() (statsmodels.sandbox.stats.multicomp.MultiComparison method) TukeyHSDResults (class in statsmodels.sandbox.stats.multicomp) tvalues (statsmodels.base.distributed_estimation.DistributedResults attribute) (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.LikelihoodModelResults attribute) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.duration.hazard_regression.PHRegResults attribute) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEMargins attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) (statsmodels.genmod.qif.QIFResults attribute) (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.robust.robust_linear_model.RLMResults attribute) (statsmodels.sandbox.regression.gmm.GMMResults attribute) (statsmodels.sandbox.regression.gmm.IVGMMResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.ar_model.AutoRegResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) tvalues() (statsmodels.genmod.generalized_linear_model.PredictionResults property) tvalues_alpha (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) tvalues_beta (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) tvalues_det_coef (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) tvalues_det_coef_coint (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) tvalues_dt (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) tvalues_endog_lagged (statsmodels.tsa.vector_ar.svar_model.SVARResults attribute) (statsmodels.tsa.vector_ar.var_model.VARResults attribute) tvalues_gamma (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) Tweedie (class in statsmodels.genmod.families.family) two_fold() (statsmodels.stats.oaxaca.OaxacaBlinder method) TYPE_MAP (statsmodels.iolib.foreign.StataReader attribute) (statsmodels.iolib.foreign.StataWriter attribute) U uncentered_tss (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) unconstrain_stationary_multivariate() (in module statsmodels.tsa.statespace.tools) unconstrain_stationary_univariate() (in module statsmodels.tsa.statespace.tools) uniq_stderr (statsmodels.multivariate.factor.FactorResults attribute) UnobservedComponents (class in statsmodels.tsa.statespace.structural) UnobservedComponentsResults (class in statsmodels.tsa.statespace.structural) unpack() (statsmodels.regression.process_regression.ProcessMLE method) unsqueeze() (in module statsmodels.tools.tools) untransform_params() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) update() (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) (statsmodels.imputation.bayes_mi.BayesGaussMI method) (statsmodels.imputation.mice.MICEData method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.arima.model.ARIMA method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothing method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) update_all() (statsmodels.imputation.mice.MICEData method) update_cached_means() (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.NominalGEE method) (statsmodels.genmod.generalized_estimating_equations.OrdinalGEE method) update_cov() (statsmodels.imputation.bayes_mi.BayesGaussMI method) update_data() (statsmodels.imputation.bayes_mi.BayesGaussMI method) update_filter() (statsmodels.tsa.statespace.kalman_filter.FilterResults method) (statsmodels.tsa.statespace.kalman_filter.PredictionResults method) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults method) update_mean() (statsmodels.imputation.bayes_mi.BayesGaussMI method) update_representation() (statsmodels.tsa.statespace.kalman_filter.FilterResults method) (statsmodels.tsa.statespace.kalman_filter.PredictionResults method) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults method) (statsmodels.tsa.statespace.representation.FrozenRepresentation method) update_smoother() (statsmodels.tsa.statespace.kalman_smoother.SmootherResults method) use_t (statsmodels.regression.rolling.RollingRegressionResults attribute) (statsmodels.sandbox.regression.gmm.GMMResults attribute) (statsmodels.sandbox.regression.gmm.IVGMMResults attribute) use_t() (statsmodels.base.distributed_estimation.DistributedResults property) (statsmodels.base.model.GenericLikelihoodModelResults property) (statsmodels.base.model.LikelihoodModelResults property) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults property) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults property) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults property) (statsmodels.discrete.discrete_model.BinaryResults property) (statsmodels.discrete.discrete_model.CountResults property) (statsmodels.discrete.discrete_model.DiscreteResults property) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults property) (statsmodels.discrete.discrete_model.LogitResults property) (statsmodels.discrete.discrete_model.MultinomialResults property) (statsmodels.discrete.discrete_model.NegativeBinomialResults property) (statsmodels.discrete.discrete_model.ProbitResults property) (statsmodels.duration.hazard_regression.PHRegResults property) (statsmodels.gam.generalized_additive_model.GLMGamResults property) (statsmodels.genmod.generalized_estimating_equations.GEEResults property) (statsmodels.genmod.generalized_linear_model.GLMResults property) (statsmodels.genmod.qif.QIFResults property) (statsmodels.regression.linear_model.OLSResults property) (statsmodels.regression.linear_model.RegressionResults property) (statsmodels.regression.mixed_linear_model.MixedLMResults property) (statsmodels.regression.process_regression.ProcessMLEResults property) (statsmodels.regression.quantile_regression.QuantRegResults property) (statsmodels.regression.recursive_ls.RecursiveLSResults property) (statsmodels.robust.robust_linear_model.RLMResults property) (statsmodels.sandbox.regression.gmm.IVRegressionResults property) (statsmodels.tsa.ar_model.ARResults property) (statsmodels.tsa.ar_model.AutoRegResults property) (statsmodels.tsa.arima.model.ARIMAResults property) (statsmodels.tsa.arima_model.ARIMAResults property) (statsmodels.tsa.arima_model.ARMAResults property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults property) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults property) (statsmodels.tsa.statespace.mlemodel.MLEResults property) (statsmodels.tsa.statespace.sarimax.SARIMAXResults property) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) (statsmodels.tsa.statespace.varmax.VARMAXResults property) V valid (statsmodels.genmod.families.family.Binomial attribute) (statsmodels.genmod.families.family.Family attribute) (statsmodels.genmod.families.family.Gamma attribute) (statsmodels.genmod.families.family.Gaussian attribute) (statsmodels.genmod.families.family.InverseGaussian attribute) (statsmodels.genmod.families.family.NegativeBinomial attribute) (statsmodels.genmod.families.family.Poisson attribute) (statsmodels.genmod.families.family.Tweedie attribute) validate_matrix_shape() (in module statsmodels.tsa.statespace.tools) validate_vector_shape() (in module statsmodels.tsa.statespace.tools) VAR (class in statsmodels.tsa.vector_ar.var_model) var (statsmodels.stats.weightstats.DescrStatsW attribute) var() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) var_ddof() (statsmodels.stats.weightstats.DescrStatsW method) var_rep (statsmodels.tsa.vector_ar.vecm.VECMResults attribute) varcorrection_pairs_unbalanced() (in module statsmodels.sandbox.stats.multicomp) varcorrection_pairs_unequal() (in module statsmodels.sandbox.stats.multicomp) varcorrection_unbalanced() (in module statsmodels.sandbox.stats.multicomp) varcorrection_unequal() (in module statsmodels.sandbox.stats.multicomp) vare() (in module statsmodels.tools.eval_measures) variables() (statsmodels.iolib.foreign.StataReader method) variance (statsmodels.genmod.families.family.Binomial attribute) (statsmodels.genmod.families.family.Gamma attribute) (statsmodels.genmod.families.family.Gaussian attribute) (statsmodels.genmod.families.family.InverseGaussian attribute) (statsmodels.genmod.families.family.NegativeBinomial attribute) (statsmodels.genmod.families.family.Poisson attribute) (statsmodels.genmod.families.family.Tweedie attribute) variance_inflation_factor() (in module statsmodels.stats.outliers_influence) VarianceFunction (class in statsmodels.genmod.families.varfuncs) VarmaPoly (class in statsmodels.tsa.varma_process) VARMAX (class in statsmodels.tsa.statespace.varmax) VARMAXResults (class in statsmodels.tsa.statespace.varmax) VARProcess (class in statsmodels.tsa.vector_ar.var_model) VARResults (class in statsmodels.tsa.vector_ar.var_model) vb_elbo() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) vb_elbo_base() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) vb_elbo_grad() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) vb_elbo_grad_base() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) VECM (class in statsmodels.tsa.vector_ar.vecm) VECMResults (class in statsmodels.tsa.vector_ar.vecm) verbose (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM attribute) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM attribute) violinplot() (in module statsmodels.graphics.boxplots) vstack() (statsmodels.tsa.varma_process.VarmaPoly method) vstackarma_minus1() (statsmodels.tsa.varma_process.VarmaPoly method) W wald_test() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) wald_test_terms() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.ar_model.AutoRegResults method) (statsmodels.tsa.arima.model.ARIMAResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) webdoc() (in module statsmodels.tools.web) webuse() (in module statsmodels.datasets) weighted_covariate_averages (statsmodels.duration.hazard_regression.PHRegResults attribute) weighted_covariate_averages() (statsmodels.duration.hazard_regression.PHReg method) weights (statsmodels.robust.robust_linear_model.RLMResults attribute) weights() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) (statsmodels.robust.norms.AndrewWave method) (statsmodels.robust.norms.Hampel method) (statsmodels.robust.norms.HuberT method) (statsmodels.robust.norms.LeastSquares method) (statsmodels.robust.norms.RamsayE method) (statsmodels.robust.norms.RobustNorm method) (statsmodels.robust.norms.TrimmedMean method) (statsmodels.robust.norms.TukeyBiweight method) (statsmodels.tsa.seasonal.DecomposeResult property) whiten() (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.sandbox.sysreg.Sem2SLS method) (statsmodels.sandbox.sysreg.SUR method) WhitenessTestResults (class in statsmodels.tsa.vector_ar.hypothesis_test_results) WLS (class in statsmodels.regression.linear_model) wls() (in module statsmodels.formula.api) wresid (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) write_file() (statsmodels.iolib.foreign.StataWriter method) X x13_arima_analysis() (in module statsmodels.tsa.x13) x13_arima_select_order() (in module statsmodels.tsa.x13) Y y() (statsmodels.tsa.vector_ar.svar_model.SVAR property) (statsmodels.tsa.vector_ar.svar_model.SVARResults property) (statsmodels.tsa.vector_ar.var_model.VAR property) (statsmodels.tsa.vector_ar.var_model.VARResults property) ys_lagged() (statsmodels.tsa.vector_ar.svar_model.SVARResults property) (statsmodels.tsa.vector_ar.var_model.VARResults property) yule_walker() (in module statsmodels.regression.linear_model) Z zconfint() (in module statsmodels.stats.weightstats) zconfint_diff() (statsmodels.stats.weightstats.CompareMeans method) zconfint_mean() (statsmodels.stats.weightstats.DescrStatsW method) ZeroInflatedGeneralizedPoisson (class in statsmodels.discrete.count_model) ZeroInflatedGeneralizedPoissonResults (class in statsmodels.discrete.count_model) ZeroInflatedNegativeBinomialP (class in statsmodels.discrete.count_model) ZeroInflatedNegativeBinomialResults (class in statsmodels.discrete.count_model) ZeroInflatedPoisson (class in statsmodels.discrete.count_model) ZeroInflatedPoissonResults (class in statsmodels.discrete.count_model) zivot_andrews (in module statsmodels.tsa.stattools) zt_ind_solve_power() (in module statsmodels.stats.power) ztest() (in module statsmodels.stats.weightstats) ztest_ind() (statsmodels.stats.weightstats.CompareMeans method) ztest_mean() (statsmodels.stats.weightstats.DescrStatsW method) ztost() (in module statsmodels.stats.weightstats) ztost_ind() (statsmodels.stats.weightstats.CompareMeans method) ztost_mean() (statsmodels.stats.weightstats.DescrStatsW method) zvalues (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.arima.model.ARIMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.exponential_smoothing.ExponentialSmoothingResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute)