Index

_

_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.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) acf2spdfreq() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) acorr() (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) 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_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.tsa.holtwinters.HoltWintersResults attribute) aic() (in module statsmodels.tools.eval_measures) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin 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.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) aic_hurvich() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method)

aic_sigma() (in module statsmodels.tools.eval_measures) aicc (statsmodels.tsa.holtwinters.HoltWintersResults attribute) aicc() (in module statsmodels.tools.eval_measures) aicc_sigma() (in module statsmodels.tools.eval_measures) allpairtest() (statsmodels.sandbox.stats.multicomp.MultiComparison method) 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) 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) arfreq() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) ARIMA (class in statsmodels.tsa.arima_model) ARIMAResults (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 method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) ARResults (class in statsmodels.tsa.ar_model) arroots() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) 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) Autoregressive (class in statsmodels.genmod.cov_struct)

B

banddepth() (in module statsmodels.graphics.functional) baseline_cumulative_hazard() (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) baseline_cumulative_hazard_function() (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) BayesMixedGLMResults (class in statsmodels.genmod.bayes_mixed_glm) bcov_scaled() (statsmodels.robust.robust_linear_model.RLMResults method) bcov_unscaled() (statsmodels.robust.robust_linear_model.RLMResults method) bds() (in module statsmodels.tsa.stattools) beanplot() (in module statsmodels.graphics.boxplots) bias() (in module statsmodels.tools.eval_measures) bic (statsmodels.tsa.holtwinters.HoltWintersResults attribute) bic() (in module statsmodels.tools.eval_measures) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin 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.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) bic_sigma() (in module statsmodels.tools.eval_measures) 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) 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) 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)

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.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.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.var_model.VARResults method) bse_fe() (statsmodels.regression.mixed_linear_model.MixedLMResults method) bse_re() (statsmodels.regression.mixed_linear_model.MixedLMResults method) bsejac() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) bsejhj() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) bw (statsmodels.nonparametric.kernel_density.KDEMultivariate attribute) (statsmodels.nonparametric.kernel_density.KDEMultivariateConditional attribute) (statsmodels.nonparametric.kernel_regression.KernelCensoredReg attribute) (statsmodels.nonparametric.kernel_regression.KernelReg attribute) bw_scott() (in module statsmodels.nonparametric.bandwidths) bw_silverman() (in module statsmodels.nonparametric.bandwidths)

C

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) call() (in module statsmodels.robust.scale) (statsmodels.robust.scale.HuberScale method) CanCorr (class in statsmodels.multivariate.cancorr) cancorr (statsmodels.multivariate.cancorr.CanCorr attribute) 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.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.nonparametric.kde.KDEUnivariate 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) CDFLink (class in statsmodels.genmod.families.links) censored() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) centered_resid() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) centered_tss() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) cffilter() (in module statsmodels.tsa.filters.cf_filter) check_set() (statsmodels.sandbox.stats.multicomp.StepDown method) chi2_contribs (statsmodels.stats.contingency_tables.Table attribute) chi2_contribs() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) chisq() (statsmodels.robust.robust_linear_model.RLMResults method) chisquare_effectsize() (in module statsmodels.stats.gof) cholsigmainv (statsmodels.sandbox.sysreg.SUR attribute) 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) clear_data_home() (in module statsmodels.datasets) CLogLog (class in statsmodels.genmod.families.links) cluster_list() (statsmodels.genmod.generalized_estimating_equations.GEE method) cochrans_q() (in module statsmodels.sandbox.stats.runs) (in module statsmodels.stats.contingency_tables) coeff (statsmodels.multivariate.pca.PCA attribute) coefficient_matrices_var (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) coefficient_matrices_vma (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) coefficients_of_determination() (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) coefs() (statsmodels.tsa.vector_ar.dynamic.DynamicVAR method) 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) collapsed_forecasts (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) collapsed_forecasts_error (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) collapsed_forecasts_error_cov (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) cols (statsmodels.multivariate.pca.PCA attribute) combine() (statsmodels.imputation.mice.MICE method) communality (statsmodels.multivariate.factor.FactorResults attribute) companion_matrix() (in module statsmodels.tsa.statespace.tools) compare_cox (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) compare_j() (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) CompareCox (class in statsmodels.stats.diagnostic) CompareJ (class in statsmodels.stats.diagnostic) CompareMeans (class in statsmodels.stats.weightstats) condition_number() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) conf_int() (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.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.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.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.stats.contrast.ContrastResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) confint (statsmodels.sandbox.stats.multicomp.TukeyHSDResults attribute) conserve_memory (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) constrain_stationary_multivariate() (in module statsmodels.tsa.statespace.tools) constrain_stationary_univariate() (in module statsmodels.tsa.statespace.tools) ContrastResults (class in statsmodels.stats.contrast) converged (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) 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.OLSInfluence method) 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 method) 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 method) (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() (in module statsmodels.stats.sandwich_covariance) cov_HC0() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) cov_hc1() (in module statsmodels.stats.sandwich_covariance) cov_HC1() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) cov_hc2() (in module statsmodels.stats.sandwich_covariance) cov_HC2() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) cov_hc3() (in module statsmodels.stats.sandwich_covariance) cov_HC3() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) 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.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.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.var_model.VARResults method) cov_params_approx() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) cov_params_default() (statsmodels.tsa.vector_ar.vecm.VECMResults method) 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) cov_params_oim() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) cov_params_opg() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) cov_params_robust() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) cov_params_robust_approx() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) cov_params_robust_oim() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) cov_params_wo_det() (statsmodels.tsa.vector_ar.vecm.VECMResults method) cov_ratio() (statsmodels.stats.outliers_influence.OLSInfluence method) cov_var_repr() (statsmodels.tsa.vector_ar.vecm.VECMResults method) cov_white_simple() (in module statsmodels.stats.sandwich_covariance) cov_ybar() (statsmodels.tsa.vector_ar.var_model.VARResults 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 method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) covjhj() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) 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 method) cumulative_log_oddsratios (statsmodels.stats.contingency_tables.Table attribute) cumulative_log_oddsratios() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) cumulative_oddsratios (statsmodels.stats.contingency_tables.Table attribute) cumulative_oddsratios() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) cusum() (statsmodels.regression.recursive_ls.RecursiveLSResults method) cusum_squares() (statsmodels.regression.recursive_ls.RecursiveLSResults method) cv_loo() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method)

D

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) deconvolve() (in module statsmodels.tsa.arima_process) decorrelate() (statsmodels.stats.correlation_tools.FactoredPSDMatrix method) demeaned() (statsmodels.stats.weightstats.DescrStatsW method) 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.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power 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.nbinom method) (statsmodels.genmod.families.links.probit method) deriv2() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power 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.nbinom 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.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) det_cov_params_not_obsi() (statsmodels.stats.outliers_influence.OLSInfluence method) detomega() (statsmodels.tsa.vector_ar.var_model.VARResults method) detrend() (in module statsmodels.tsa.tsatools) 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.genmod.generalized_linear_model.GLMResults method) (statsmodels.robust.robust_linear_model.RLM method) df (statsmodels.multivariate.factor.FactorResults attribute) df_model (statsmodels.genmod.generalized_linear_model.GLM attribute), [1] (statsmodels.sandbox.sysreg.SUR attribute) df_modelwc() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) df_resid (statsmodels.genmod.generalized_linear_model.GLM attribute), [1] (statsmodels.sandbox.sysreg.SUR attribute) dfbetas() (statsmodels.stats.outliers_influence.OLSInfluence method) dffits() (statsmodels.stats.outliers_influence.OLSInfluence method) dffits_internal() (statsmodels.stats.outliers_influence.OLSInfluence method) diff() (in module statsmodels.tsa.statespace.tools) DiscreteModel (class in statsmodels.discrete.discrete_model) DiscreteResults (class in statsmodels.discrete.discrete_model) distance_st_range() (in module statsmodels.sandbox.stats.multicomp) dof_satt() (statsmodels.stats.weightstats.CompareMeans method) dropname() (in module statsmodels.sandbox.regression.try_ols_anova) dtype (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) durbin_watson() (in module statsmodels.stats.stattools) DynamicFactor (class in statsmodels.tsa.statespace.dynamic_factor) DynamicFactorResults (class in statsmodels.tsa.statespace.dynamic_factor) DynamicVAR (class in statsmodels.tsa.vector_ar.dynamic)

E

ECDF (class in statsmodels.distributions.empirical_distribution) ecdf() (in module statsmodels.sandbox.stats.multicomp) efron_gradient() (statsmodels.duration.hazard_regression.PHReg method) efron_hessian() (statsmodels.duration.hazard_regression.PHReg method) efron_loglike() (statsmodels.duration.hazard_regression.PHReg method) eigenvals (statsmodels.multivariate.pca.PCA attribute) eigenvals() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) eigenvalues (statsmodels.multivariate.factor.FactorResults attribute) eigenvecs (statsmodels.multivariate.pca.PCA attribute) el_test() (statsmodels.regression.linear_model.OLSResults method) end (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) endog (statsmodels.discrete.count_model.GenericZeroInflated attribute) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP attribute) (statsmodels.discrete.count_model.ZeroInflatedPoisson attribute) (statsmodels.discrete.discrete_model.GeneralizedPoisson attribute) (statsmodels.discrete.discrete_model.Logit attribute) (statsmodels.discrete.discrete_model.MNLogit attribute) (statsmodels.discrete.discrete_model.NegativeBinomial attribute) (statsmodels.discrete.discrete_model.NegativeBinomialP attribute) (statsmodels.discrete.discrete_model.Poisson attribute) (statsmodels.discrete.discrete_model.Probit attribute) (statsmodels.emplike.descriptive.DescStatMV attribute) (statsmodels.emplike.descriptive.DescStatUV attribute) (statsmodels.genmod.generalized_linear_model.GLM attribute), [1] (statsmodels.multivariate.cancorr.CanCorr attribute) (statsmodels.multivariate.manova.MANOVA attribute) (statsmodels.multivariate.multivariate_ols._MultivariateOLS attribute) (statsmodels.sandbox.sysreg.SUR attribute) (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) endog_names (statsmodels.multivariate.multivariate_ols.MultivariateTestResults attribute) enforce_invertibility (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) (statsmodels.tsa.statespace.varmax.VARMAX attribute) enforce_stationarity (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor attribute) (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) (statsmodels.tsa.statespace.varmax.VARMAX attribute) entropy() (statsmodels.nonparametric.kde.KDEUnivariate 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) equations() (statsmodels.tsa.vector_ar.dynamic.DynamicVAR 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) error_cov_type (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor attribute) (statsmodels.tsa.statespace.varmax.VARMAX attribute)

error_order (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor attribute) error_var (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor attribute) ess() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) ess_press() (statsmodels.stats.outliers_influence.OLSInfluence method) estimate_location() (in module statsmodels.robust.norms) estimate_scale() (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_linear_model.GLM method) estimate_tweedie_power() (statsmodels.genmod.generalized_linear_model.GLM method) EstimatorSettings (class in statsmodels.nonparametric.kernel_density) evaluate() (statsmodels.nonparametric.kde.KDEUnivariate method) Exchangeable (class in statsmodels.genmod.cov_struct) exog (statsmodels.discrete.count_model.GenericZeroInflated attribute) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP attribute) (statsmodels.discrete.count_model.ZeroInflatedPoisson attribute) (statsmodels.discrete.discrete_model.GeneralizedPoisson attribute) (statsmodels.discrete.discrete_model.Logit attribute) (statsmodels.discrete.discrete_model.MNLogit attribute) (statsmodels.discrete.discrete_model.NegativeBinomial attribute) (statsmodels.discrete.discrete_model.NegativeBinomialP attribute) (statsmodels.discrete.discrete_model.Poisson attribute) (statsmodels.discrete.discrete_model.Probit attribute) (statsmodels.genmod.generalized_linear_model.GLM attribute), [1] (statsmodels.multivariate.cancorr.CanCorr attribute) (statsmodels.multivariate.manova.MANOVA attribute) (statsmodels.multivariate.multivariate_ols._MultivariateOLS attribute) (statsmodels.sandbox.sysreg.SUR attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor attribute) exog_infl (statsmodels.discrete.count_model.GenericZeroInflated attribute) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP attribute) (statsmodels.discrete.count_model.ZeroInflatedPoisson attribute) exog_names (statsmodels.multivariate.multivariate_ols.MultivariateTestResults attribute) 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) expected_robust_kurtosis() (in module statsmodels.stats.stattools) ExponentialSmoothing (class in statsmodels.tsa.holtwinters) exposure (statsmodels.genmod.generalized_linear_model.GLM attribute) ExpTransf_gen (class in statsmodels.sandbox.distributions.transformed) extend() (statsmodels.iolib.table.SimpleTable method) extend_right() (statsmodels.iolib.table.SimpleTable method) extra_txt (statsmodels.iolib.summary.Summary attribute)

F

f_pvalue() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) f_test() (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.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) fa_method (statsmodels.multivariate.factor.FactorResults attribute) Factor (class in statsmodels.multivariate.factor) factor_order (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor attribute) 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.multivariate.pca.PCA attribute) Family (class in statsmodels.genmod.families.family) family (statsmodels.genmod.generalized_linear_model.GLM attribute), [1] fboxplot() (in module statsmodels.graphics.functional) fcast (statsmodels.tsa.holtwinters.HoltWintersResults attribute) fdrcorrection() (in module statsmodels.stats.multitest) fdrcorrection_twostage() (in module statsmodels.stats.multitest) fe_mean (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults attribute) fe_sd (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults attribute) FEVD (class in statsmodels.tsa.vector_ar.var_model) fevd() (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.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) filter2() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) filter_method (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) filter_results (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) filter_timing (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) filtered_state (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) filtered_state_cov (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) FilterResults (class in statsmodels.tsa.statespace.kalman_filter) fit() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.base.model.Model 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.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_linear_model.GLM 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.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) (statsmodels.regression.recursive_ls.RecursiveLS 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_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.SUR method) (statsmodels.sandbox.sysreg.Sem2SLS method) (statsmodels.stats.anova.AnovaRM method) (statsmodels.stats.mediation.Mediation method) (statsmodels.tsa.ar_model.AR 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.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.var_model.VAR method) (statsmodels.tsa.vector_ar.vecm.VECM method) fit_constrained() (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.genmod.generalized_linear_model.GLM 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) fit_map() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) fit_regularized() (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.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)

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 method) fittedfcast (statsmodels.tsa.holtwinters.HoltWintersResults attribute) fittedvalues (statsmodels.stats.contingency_tables.Table attribute) (statsmodels.tsa.holtwinters.HoltWintersResults attribute) fittedvalues() (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.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults 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.ARMAResults method) (statsmodels.tsa.holtwinters.HoltWintersResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.dynamic.DynamicVAR method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) forecast_cov() (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) forecast_interval() (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) forecasts (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) forecasts_error (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) forecasts_error_cov (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) form2design() (in module statsmodels.sandbox.regression.try_ols_anova) fpe() (statsmodels.tsa.ar_model.ARResults method) 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) freq_weights (statsmodels.genmod.generalized_linear_model.GLM attribute), [1] 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.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.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_linear_model.GLM 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.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.quantile_regression.QuantReg class method) (statsmodels.regression.recursive_ls.RecursiveLS 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.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.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.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 method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method)

G

G() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) Gamma (class in statsmodels.genmod.families.family) Gaussian (class in statsmodels.genmod.families.family) GEE (class in statsmodels.genmod.generalized_estimating_equations) 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) 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_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.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.quantile_regression.QuantReg method) get_eq_index() (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.statespace.dynamic_factor.DynamicFactorResults 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_influence() (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)

get_prediction() (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.statespace.dynamic_factor.DynamicFactorResults 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_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) (statsmodels.tsa.kalmanf.kalmanfilter.KalmanFilter class 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) GLMResults (class in statsmodels.genmod.generalized_linear_model) GlobalOddsRatio (class in statsmodels.genmod.cov_struct) GLS (class in statsmodels.regression.linear_model) GLSAR (class in statsmodels.regression.linear_model) 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 method) halfwidths (statsmodels.sandbox.stats.multicomp.TukeyHSDResults attribute) hamilton_representation (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) Hampel (class in statsmodels.robust.norms) hat_diag_factor() (statsmodels.stats.outliers_influence.OLSInfluence method) hat_matrix_diag() (statsmodels.stats.outliers_influence.OLSInfluence method) HC0_se() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) HC1_se() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) HC2_se() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) HC3_se() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) hdrboxplot() (in module statsmodels.graphics.functional) hessian() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel 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.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.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.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.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.var_model.VAR method) (statsmodels.tsa.vector_ar.vecm.VECM method)

hessian_factor() (statsmodels.base.model.GenericLikelihoodModel 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) hessv() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) 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) HetGoldfeldQuandt (class in statsmodels.stats.diagnostic) history (statsmodels.sandbox.sysreg.SUR attribute) 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() (in module statsmodels.tools.eval_measures) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) 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

ic (statsmodels.multivariate.pca.PCA attribute) icdf() (statsmodels.nonparametric.kde.KDEUnivariate method) 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.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.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) Independence (class in statsmodels.genmod.cov_struct) independence_probabilities (statsmodels.stats.contingency_tables.Table attribute) independence_probabilities() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) index() (statsmodels.iolib.table.SimpleTable method) index2lpol() (in module statsmodels.tsa.arima_process) influence() (statsmodels.stats.outliers_influence.OLSInfluence method) influence_plot() (in module statsmodels.graphics.regressionplots) info_criteria() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.var_model.VARResults method) information() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel 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.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.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.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.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.var_model.VAR method) (statsmodels.tsa.vector_ar.vecm.VECM method) initial_probabilities() (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) initial_state (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) initial_state_cov (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) initial_variance (statsmodels.tsa.statespace.representation.Representation attribute) initialization (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) (statsmodels.tsa.statespace.representation.Representation attribute) initialize() (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.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.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.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.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.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.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.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.var_model.VAR method) (statsmodels.tsa.vector_ar.vecm.VECM method)

initialize_approximate_diffuse() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) initialize_known() (statsmodels.regression.recursive_ls.RecursiveLS 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.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.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) initialize_state() (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) initialize_statespace() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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.statespace.dynamic_factor.DynamicFactor 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.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) 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.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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_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.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power 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.nbinom 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.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power 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.nbinom 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.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults 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.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) irf_errband_mc() (statsmodels.tsa.vector_ar.var_model.VARResults method) irf_resim() (statsmodels.tsa.vector_ar.var_model.VARResults method) is_invertible() (in module statsmodels.tsa.statespace.tools) is_stable() (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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) iter_subsets() (statsmodels.sandbox.stats.multicomp.StepDown method) iteration (statsmodels.genmod.generalized_linear_model.GLM attribute) iterations (statsmodels.sandbox.sysreg.SUR attribute) 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

J (statsmodels.discrete.discrete_model.MNLogit attribute) jac_error() (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) jac_func() (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) jarque_bera() (in module statsmodels.stats.stattools)

jtest() (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) jval() (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method)

K

K (statsmodels.discrete.discrete_model.MNLogit attribute) k (statsmodels.tsa.holtwinters.HoltWintersResults attribute) k_ar (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) k_ar_params (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) k_diff (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) k_endog (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) (statsmodels.tsa.statespace.representation.Representation attribute) k_exog (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) k_factors (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor attribute) k_ma (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) k_ma_params (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) k_posdef (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) (statsmodels.tsa.statespace.representation.Representation attribute) k_seasonal_ar (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) k_seasonal_ar_params (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) k_seasonal_diff (statsmodels.tsa.statespace.sarimax.SARIMAX attribute)

k_seasonal_ma (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) k_seasonal_ma_params (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) k_states (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) (statsmodels.tsa.statespace.representation.Representation attribute) k_trend (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) kalman_gain (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) KalmanFilter (class in statsmodels.tsa.kalmanf.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) 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_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.holtwinters.HoltWintersResults attribute) levinson_durbin() (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) LinearIVGMM (class in statsmodels.sandbox.regression.gmm) Link (class in statsmodels.genmod.families.links) link (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) llf() (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.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) llf_obs (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) llf_obs() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) llnull() (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_linear_model.GLMResults method) llr() (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) llr_pvalue() (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) lnalpha() (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) lnalpha_std_err() (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) load() (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.genmod.generalized_estimating_equations.GEEResults class method) (statsmodels.genmod.generalized_linear_model.GLMResults 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.quantile_regression.QuantRegResults class method) (statsmodels.regression.recursive_ls.RecursiveLSResults 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.arima_model.ARIMAResults class method) (statsmodels.tsa.arima_model.ARMAResults class method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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 method) loadings (statsmodels.multivariate.factor.FactorResults attribute) (statsmodels.multivariate.pca.PCA attribute) loadings_no_rot (statsmodels.multivariate.factor.FactorResults attribute) local_fdr() (in module statsmodels.stats.multitest) local_log_oddsratios() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) local_logodds_ratios (statsmodels.stats.contingency_tables.Table attribute) local_oddsratios (statsmodels.stats.contingency_tables.Table attribute) local_oddsratios() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) Log (class in statsmodels.genmod.families.links) log_oddsratio (statsmodels.stats.contingency_tables.Table2x2 attribute) log_oddsratio() (statsmodels.stats.contingency_tables.Table2x2 method) 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.StratifiedTable attribute) (statsmodels.stats.contingency_tables.Table2x2 attribute) log_oddsratio_se() (statsmodels.stats.contingency_tables.Table2x2 method) log_riskratio (statsmodels.stats.contingency_tables.Table2x2 attribute) log_riskratio() (statsmodels.stats.contingency_tables.Table2x2 method)

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) log_riskratio_se() (statsmodels.stats.contingency_tables.Table2x2 method) 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_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) LogitResults (class in statsmodels.discrete.discrete_model) loglike() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel 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.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.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.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.kalmanf.kalmanfilter.KalmanFilter class 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.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.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX 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_kalman() (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) loglike_mu() (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 (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) loglikelihood_burn (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) loglikelihood_burn() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) 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.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.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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.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() (statsmodels.stats.contingency_tables.StratifiedTable method) logodds_pooled_confint() (statsmodels.stats.contingency_tables.StratifiedTable method) logodds_pooled_se() (statsmodels.stats.contingency_tables.StratifiedTable method) 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) LogTransf_gen (class in statsmodels.sandbox.distributions.transformed) long_run_effects() (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) 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.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) mafreq() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) MANOVA (class in statsmodels.multivariate.manova) maparams() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) margeff() (statsmodels.discrete.discrete_model.MultinomialResults method) marginal_probabilities (statsmodels.stats.contingency_tables.Table attribute) marginal_probabilities() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) MarkovAutoregression (class in statsmodels.tsa.regime_switching.markov_autoregression) MarkovRegression (class in statsmodels.tsa.regime_switching.markov_regression) maroots() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) martingale_residuals() (statsmodels.duration.hazard_regression.PHRegResults method) 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.multitest.NullDistribution 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.stats.weightstats.DescrStatsW 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) mean_deriv_exog() (statsmodels.genmod.generalized_estimating_equations.GEE method) mean_diff_plot() (in module statsmodels.graphics.agreement) meanabs() (in module statsmodels.tools.eval_measures) meandiffs (statsmodels.sandbox.stats.multicomp.TukeyHSDResults attribute) measurement_error (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) (statsmodels.tsa.statespace.varmax.VARMAX attribute) 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_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) MICE (class in statsmodels.imputation.mice) MICEData (class in statsmodels.imputation.mice) miso_lfilter() (in module statsmodels.tsa.filters.filtertools) missing (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute)

MixedLM (class in statsmodels.regression.mixed_linear_model) MixedLMResults (class in statsmodels.regression.mixed_linear_model) mle_regression (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) 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) Model (class in statsmodels.base.model) model (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) model_orders (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_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() (in module statsmodels.tools.eval_measures) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) mse_model() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) mse_resid() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) mse_total() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) mu (statsmodels.genmod.generalized_linear_model.GLM attribute), [1] mu() (statsmodels.genmod.generalized_linear_model.GLMResults method) 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

n_comp (statsmodels.multivariate.factor.FactorResults attribute) n_events (statsmodels.duration.survfunc.SurvfuncRight attribute) n_risk (statsmodels.duration.survfunc.SurvfuncRight attribute) n_trials (statsmodels.genmod.generalized_linear_model.GLM attribute), [1] names (statsmodels.discrete.discrete_model.MNLogit attribute) nbinom (class in statsmodels.genmod.families.links) nbs (statsmodels.multivariate.factor.FactorResults attribute) ndynamic (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) NegativeBinomial (class in statsmodels.discrete.discrete_model) (class in statsmodels.genmod.families.family) (class in statsmodels.genmod.families.links) 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) nforecast (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) 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) nmissing (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) nobs (statsmodels.emplike.descriptive.DescStatMV attribute) (statsmodels.emplike.descriptive.DescStatUV attribute) (statsmodels.sandbox.sysreg.SUR attribute) (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) (statsmodels.tsa.statespace.representation.Representation attribute) nobs() (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.stats.weightstats.DescrStatsW method)

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.genmod.generalized_linear_model.GLM attribute), [1] (statsmodels.sandbox.sysreg.SUR attribute) normalized_cov_params() (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.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) npredictions (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) nstatic (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) null() (statsmodels.genmod.generalized_linear_model.GLMResults method) null_deviance() (statsmodels.genmod.generalized_linear_model.GLMResults method) null_proportion (statsmodels.stats.multitest.NullDistribution attribute) NullDistribution (class in statsmodels.stats.multitest)

O

obs_cov (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) obs_intercept (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) observed_crude_oddsratio() (statsmodels.genmod.cov_struct.GlobalOddsRatio method) observed_information_matrix() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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() (statsmodels.stats.contingency_tables.Table2x2 method) oddsratio_confint() (statsmodels.stats.contingency_tables.Table2x2 method) oddsratio_pooled (statsmodels.stats.contingency_tables.StratifiedTable attribute)

oddsratio_pooled() (statsmodels.stats.contingency_tables.StratifiedTable method) oddsratio_pooled_confint() (statsmodels.stats.contingency_tables.StratifiedTable method) oddsratio_pvalue() (statsmodels.stats.contingency_tables.Table2x2 method) offset (statsmodels.genmod.generalized_linear_model.GLM attribute) OLS (class in statsmodels.regression.linear_model) 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.statespace.dynamic_factor.DynamicFactor 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) order (statsmodels.tsa.statespace.varmax.VARMAX attribute) orth_ma_rep() (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

p (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP attribute) (statsmodels.discrete.discrete_model.NegativeBinomialP attribute) pacf() (in module statsmodels.tsa.stattools) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) 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_terms (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) params (statsmodels.tsa.holtwinters.HoltWintersResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) params_not_obsi() (statsmodels.stats.outliers_influence.OLSInfluence method) params_sensitivity() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) PCA (class in 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.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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_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.genmod.generalized_linear_model.GLMResults method) period_converged (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults 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) PHRegResults (class in statsmodels.duration.hazard_regression) pinv_wexog (statsmodels.sandbox.sysreg.SUR attribute) plot() (statsmodels.duration.survfunc.SurvfuncRight method) (statsmodels.tsa.vector_ar.irf.IRAnalysis 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.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) plot_added_variable() (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_ceres_residuals() (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.statespace.dynamic_factor.DynamicFactorResults 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.dynamic.DynamicVAR 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_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_residuals() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) plot_partregress() (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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) plot_recursive_coefficient() (statsmodels.regression.recursive_ls.RecursiveLSResults method) plot_regress_exog() (in module statsmodels.graphics.regressionplots) plot_rsquare() (statsmodels.multivariate.pca.PCA method) plot_sample_acorr() (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.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) 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) polynomial_ar (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) polynomial_ma (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) polynomial_seasonal_ar (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) polynomial_seasonal_ma (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) polynomial_trend (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) pooled_odds_ratio() (statsmodels.genmod.cov_struct.GlobalOddsRatio method) pop() (statsmodels.iolib.table.SimpleTable method) Power (class in statsmodels.genmod.families.links) 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_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.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.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.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_linear_model.GLM method) (statsmodels.genmod.generalized_linear_model.GLMResults 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.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.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.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.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.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) predicted_state (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) predicted_state_cov (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) 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.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) prepare_data() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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) Probit (class in statsmodels.discrete.discrete_model) probit (class in statsmodels.genmod.families.links) ProbitResults (class in statsmodels.discrete.discrete_model) ProbPlot (class in statsmodels.graphics.gofplots) probplot() (statsmodels.graphics.gofplots.ProbPlot method) procrustes() (in module statsmodels.multivariate.factor_rotation) profile_re() (statsmodels.regression.mixed_linear_model.MixedLMResults method) project() (statsmodels.multivariate.pca.PCA method) projection (statsmodels.multivariate.pca.PCA attribute) 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 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.regression.quantile_regression.QuantRegResults method) 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.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.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.var_model.VARResults method) pvalues_alpha() (statsmodels.tsa.vector_ar.vecm.VECMResults method) pvalues_beta() (statsmodels.tsa.vector_ar.vecm.VECMResults method) pvalues_det_coef() (statsmodels.tsa.vector_ar.vecm.VECMResults method) pvalues_det_coef_coint() (statsmodels.tsa.vector_ar.vecm.VECMResults method) pvalues_dt() (statsmodels.tsa.vector_ar.var_model.VARResults method) pvalues_endog_lagged() (statsmodels.tsa.vector_ar.var_model.VARResults method) pvalues_gamma() (statsmodels.tsa.vector_ar.vecm.VECMResults method)

Q

q() (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) q_crit (statsmodels.sandbox.stats.multicomp.TukeyHSDResults attribute) q_stat() (in module statsmodels.tsa.stattools) qcrit (in module statsmodels.sandbox.stats.multicomp) 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) QuantRegResults (class in statsmodels.regression.quantile_regression) quarter_plot() (in module statsmodels.graphics.tsaplots)

R

R() (statsmodels.tsa.kalmanf.kalmanfilter.KalmanFilter class method) r2() (statsmodels.tsa.vector_ar.dynamic.DynamicVAR method) 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.genmod.bayes_mixed_glm.BayesMixedGLMResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) random_effects_cov() (statsmodels.regression.mixed_linear_model.MixedLMResults method) rankdata() (in module statsmodels.sandbox.stats.multicomp) recipr() (in module statsmodels.tools.tools) recipr0() (in module statsmodels.tools.tools) 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) RegressionFDR (class in statsmodels.stats.multitest) RegressionResults (class in statsmodels.regression.linear_model) reject (statsmodels.sandbox.stats.multicomp.TukeyHSDResults attribute) rejectionline() (in module statsmodels.sandbox.stats.multicomp) remove() (statsmodels.iolib.table.SimpleTable method) remove_data() (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.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.var_model.VARResults method) Representation (class in statsmodels.tsa.statespace.representation) resid (statsmodels.tsa.holtwinters.HoltWintersResults attribute) resid() (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.dynamic.DynamicVAR method) (statsmodels.tsa.vector_ar.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) resid_acorr() (statsmodels.tsa.vector_ar.var_model.VARResults method) resid_acov() (statsmodels.tsa.vector_ar.var_model.VARResults method) 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) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method)

resid_anscombe_scaled() (statsmodels.genmod.generalized_linear_model.GLMResults method) resid_anscombe_unscaled() (statsmodels.genmod.generalized_linear_model.GLMResults method) resid_centered() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) resid_centered_split() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) resid_corr() (statsmodels.tsa.vector_ar.var_model.VARResults method) resid_dev() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.ProbitResults 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) resid_deviance() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) resid_generalized() (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.ProbitResults method) resid_misclassified() (statsmodels.discrete.discrete_model.MultinomialResults method) resid_pearson (statsmodels.stats.contingency_tables.Table attribute) resid_pearson() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults 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.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) resid_press() (statsmodels.stats.outliers_influence.OLSInfluence method) resid_recursive() (statsmodels.regression.recursive_ls.RecursiveLSResults method) resid_response() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) resid_split() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) resid_std() (statsmodels.stats.outliers_influence.OLSInfluence method) resid_studentized_external() (statsmodels.stats.outliers_influence.OLSInfluence method) resid_studentized_internal() (statsmodels.stats.outliers_influence.OLSInfluence method) resid_var() (statsmodels.stats.outliers_influence.OLSInfluence method) resid_working() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) ResultMixin (class in statsmodels.base.model) Results (class in statsmodels.base.model) results (statsmodels.multivariate.multivariate_ols.MultivariateTestResults 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) risk_pooled() (statsmodels.stats.contingency_tables.StratifiedTable method) riskratio (statsmodels.stats.contingency_tables.Table2x2 attribute) riskratio() (statsmodels.stats.contingency_tables.Table2x2 method) riskratio_confint() (statsmodels.stats.contingency_tables.Table2x2 method) riskratio_pvalue() (statsmodels.stats.contingency_tables.Table2x2 method) RLM (class in statsmodels.robust.robust_linear_model) RLMResults (class in statsmodels.robust.robust_linear_model) rmse() (in module statsmodels.tools.eval_measures) 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) roots() (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) rotate() (statsmodels.multivariate.factor.FactorResults method) rotate_factors() (in module statsmodels.multivariate.factor_rotation) rows (statsmodels.multivariate.pca.PCA attribute) rsquare (statsmodels.multivariate.pca.PCA attribute) rsquared() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) rsquared_adj() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) run() (statsmodels.sandbox.stats.multicomp.StepDown method) (statsmodels.stats.diagnostic.CompareCox method) (statsmodels.stats.diagnostic.CompareJ method) (statsmodels.stats.diagnostic.HetGoldfeldQuandt 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method)

S

sample_acorr() (statsmodels.tsa.vector_ar.var_model.VARResults method) sample_acov() (statsmodels.tsa.vector_ar.var_model.VARResults method) sample_percentiles() (statsmodels.graphics.gofplots.ProbPlot method) sample_quantiles() (statsmodels.graphics.gofplots.ProbPlot method) 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.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.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.genmod.generalized_linear_model.GLM attribute), [1] (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) 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) scaled_smoothed_estimator (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) scaled_smoothed_estimator_cov (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) scaletype (statsmodels.genmod.generalized_linear_model.GLM attribute), [1] scatter_ellipse() (in module statsmodels.graphics.plot_grids) schoenfeld_residuals() (statsmodels.duration.hazard_regression.PHRegResults method) score() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel 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.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.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.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.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.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.genmod.generalized_linear_model.GLM method) score_full() (statsmodels.regression.mixed_linear_model.MixedLM 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.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.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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 method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) score_residuals() (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) score_sqrt() (statsmodels.regression.mixed_linear_model.MixedLM method) score_test() (statsmodels.genmod.generalized_linear_model.GLM method) scores (statsmodels.multivariate.pca.PCA attribute) sd (statsmodels.stats.multitest.NullDistribution attribute) se_cov() (in module statsmodels.stats.moment_helpers) (in module statsmodels.stats.sandwich_covariance) season (statsmodels.tsa.holtwinters.HoltWintersResults attribute) seasonal_decompose() (in module statsmodels.tsa.seasonal) seasonal_periods (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) seasonalarparams() (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) seasonalmaparams() (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) 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) selection (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation 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.statespace.dynamic_factor.DynamicFactor 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.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) set_filter_method() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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.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) set_imputer() (statsmodels.imputation.mice.MICEData method) set_inversion_method() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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.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) set_smoother_output() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother 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) set_stability_method() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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.structural.UnobservedComponents method) (statsmodels.tsa.statespace.varmax.VARMAX method) setup() (statsmodels.tsa.statespace.structural.UnobservedComponents method) sf() (statsmodels.nonparametric.kde.KDEUnivariate 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) shapes (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) (statsmodels.tsa.statespace.representation.Representation attribute) sig_test() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) sigma (statsmodels.sandbox.sysreg.SUR attribute) sigma2() (statsmodels.tsa.ar_model.ARResults method) sigma2_not_obsi() (statsmodels.stats.outliers_influence.OLSInfluence method) sigma_u_mle() (statsmodels.tsa.vector_ar.var_model.VARResults method) sign_test() (in module statsmodels.sandbox.descstats) (in module statsmodels.stats.descriptivestats) simple_differencing (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) 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.statespace.dynamic_factor.DynamicFactor method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.structural.UnobservedComponents method) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAX method) (statsmodels.tsa.statespace.varmax.VARMAXResults method) simulate_var() (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) simulation_smoother() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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) simultaneous_cb() (statsmodels.duration.survfunc.SurvfuncRight method) skewnorm2 (in module statsmodels.sandbox.distributions.extras) SkewNorm2_gen (class in statsmodels.sandbox.distributions.extras) SkewNorm_gen (class in statsmodels.sandbox.distributions.extras) slope (statsmodels.tsa.holtwinters.HoltWintersResults attribute) smooth() (statsmodels.regression.recursive_ls.RecursiveLS 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.kalman_smoother.KalmanSmoother 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) smoothed_measurement_disturbance (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) smoothed_measurement_disturbance_cov (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) smoothed_state (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute)

smoothed_state_autocov (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) smoothed_state_cov (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) smoothed_state_disturbance (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) smoothed_state_disturbance_cov (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) smoother_output (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) SmootherResults (class in statsmodels.tsa.statespace.kalman_smoother) smoothing_error (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) solve() (statsmodels.stats.correlation_tools.FactoredPSDMatrix method) 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 method) sp_exog (statsmodels.sandbox.sysreg.SUR 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) specification (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.tsa.holtwinters.HoltWintersResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute) split_centered_resid() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) split_resid() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) 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 method) sse (statsmodels.tsa.holtwinters.HoltWintersResults attribute) ssm (statsmodels.tsa.statespace.mlemodel.MLEModel attribute) ssr() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) stability_method (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) stacksquare() (statsmodels.tsa.varma_process.VarmaPoly method) standard_errors() (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) standardized_forecast_error (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) standardized_resids (statsmodels.stats.contingency_tables.Table attribute) standardized_resids() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) start (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) 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.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) state_error (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) state_intercept (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) state_regression (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) statsmodels (module) statsmodels.base.model (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.genmod.bayes_mixed_glm (module) statsmodels.genmod.cov_struct (module) statsmodels.genmod.families.family (module), [1] statsmodels.genmod.families.links (module) statsmodels.genmod.generalized_estimating_equations (module) statsmodels.genmod.generalized_linear_model (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.linear_model (module) statsmodels.regression.mixed_linear_model (module) statsmodels.regression.quantile_regression (module) statsmodels.regression.recursive_ls (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.gof (module) statsmodels.stats.inter_rater (module) statsmodels.stats.mediation (module) statsmodels.stats.moment_helpers (module) statsmodels.stats.multicomp (module) statsmodels.stats.multitest (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.var_model (module) 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.stats.weightstats.DescrStatsW method) std_ddof() (statsmodels.stats.weightstats.DescrStatsW method) std_mean() (statsmodels.stats.weightstats.DescrStatsW method) std_meandiff_pooledvar() (statsmodels.stats.weightstats.CompareMeans method) std_meandiff_separatevar() (statsmodels.stats.weightstats.CompareMeans method) std_pairs (statsmodels.sandbox.stats.multicomp.TukeyHSDResults attribute) stde() (in module statsmodels.tools.eval_measures) stderr() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) (statsmodels.tsa.vector_ar.var_model.VARResults method) stderr_alpha() (statsmodels.tsa.vector_ar.vecm.VECMResults method) stderr_beta() (statsmodels.tsa.vector_ar.vecm.VECMResults method) stderr_coint() (statsmodels.tsa.vector_ar.vecm.VECMResults method) stderr_det_coef() (statsmodels.tsa.vector_ar.vecm.VECMResults method) stderr_det_coef_coint() (statsmodels.tsa.vector_ar.vecm.VECMResults method) stderr_dt() (statsmodels.tsa.vector_ar.var_model.VARResults method) stderr_endog_lagged() (statsmodels.tsa.vector_ar.var_model.VARResults method) stderr_gamma() (statsmodels.tsa.vector_ar.vecm.VECMResults method) stderr_params() (statsmodels.tsa.vector_ar.vecm.VECMResults method) StepDown (class in statsmodels.sandbox.stats.multicomp) stepdown() (statsmodels.sandbox.stats.multicomp.StepDown method) StepFunction (class in statsmodels.distributions.empirical_distribution) StratifiedTable (class in statsmodels.stats.contingency_tables) sum() (statsmodels.stats.weightstats.DescrStatsW method) sum_weights() (statsmodels.stats.weightstats.DescrStatsW method) Summary (class in statsmodels.iolib.summary) (class in statsmodels.iolib.summary2) summary() (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.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.multivariate.factor.FactorResults method) (statsmodels.multivariate.multivariate_ols.MultivariateTestResults method) (statsmodels.multivariate.multivariate_ols._MultivariateOLSResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.weightstats.CompareMeans method) (statsmodels.tsa.ar_model.ARResults 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.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.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.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.multivariate.multivariate_ols.MultivariateTestResults attribute) summary_frame() (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_linear_model.PredictionResults method) (statsmodels.regression.linear_model.PredictionResults method) (statsmodels.stats.contrast.ContrastResults method) (statsmodels.stats.outliers_influence.OLSInfluence method) summary_table() (statsmodels.stats.outliers_influence.OLSInfluence method) sumsquares() (statsmodels.stats.weightstats.DescrStatsW method) SUR (class in statsmodels.sandbox.sysreg) surv_prob (statsmodels.duration.survfunc.SurvfuncRight attribute) surv_prob_se (statsmodels.duration.survfunc.SurvfuncRight attribute) surv_times (statsmodels.duration.survfunc.SurvfuncRight attribute) SurvfuncRight (class in statsmodels.duration.survfunc) symmetry() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table2x2 method) symmetry_bowker() (in module statsmodels.sandbox.stats.runs)

T

T() (statsmodels.tsa.kalmanf.kalmanfilter.KalmanFilter class method) (statsmodels.tsa.vector_ar.dynamic.DynamicVAR method) t_test() (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.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.generalized_linear_model.PredictionResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.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.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) table_orig (statsmodels.stats.contingency_tables.Table attribute) tables (statsmodels.iolib.summary.Summary attribute) target_rotation() (in module statsmodels.multivariate.factor_rotation) tconfint_diff() (statsmodels.stats.weightstats.CompareMeans method) tconfint_mean() (statsmodels.stats.weightstats.DescrStatsW method) test_causality() (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.statespace.dynamic_factor.DynamicFactorResults 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.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.statespace.dynamic_factor.DynamicFactorResults 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.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.statespace.dynamic_factor.DynamicFactorResults 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_skew() (statsmodels.emplike.descriptive.DescStatUV method) test_var() (statsmodels.emplike.descriptive.DescStatUV method) test_whiteness() (statsmodels.tsa.vector_ar.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) theoretical_percentiles() (statsmodels.graphics.gofplots.ProbPlot method) theoretical_quantiles() (statsmodels.graphics.gofplots.ProbPlot method) threshold() (statsmodels.stats.multitest.RegressionFDR method) tiecorrect() (in module statsmodels.sandbox.stats.multicomp) time_invariant (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) time_varying_regression (statsmodels.tsa.statespace.sarimax.SARIMAX 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.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) tolerance (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) Transf_gen (class in statsmodels.sandbox.distributions.transformed) transform_jacobian() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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) transformed_data (statsmodels.multivariate.pca.PCA attribute) TransfTwo_gen (class in statsmodels.sandbox.distributions.transformed) transition (statsmodels.tsa.statespace.kalman_filter.FilterResults attribute) (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults attribute) (statsmodels.tsa.statespace.representation.FrozenRepresentation attribute) trend (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) (statsmodels.tsa.statespace.varmax.VARMAX attribute) 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.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.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.var_model.VARResults method) tvalues_alpha() (statsmodels.tsa.vector_ar.vecm.VECMResults method) tvalues_beta() (statsmodels.tsa.vector_ar.vecm.VECMResults method) tvalues_det_coef() (statsmodels.tsa.vector_ar.vecm.VECMResults method) tvalues_det_coef_coint() (statsmodels.tsa.vector_ar.vecm.VECMResults method) tvalues_dt() (statsmodels.tsa.vector_ar.var_model.VARResults method) tvalues_endog_lagged() (statsmodels.tsa.vector_ar.var_model.VARResults method) tvalues_gamma() (statsmodels.tsa.vector_ar.vecm.VECMResults method) Tweedie (class in statsmodels.genmod.families.family)

U

uncentered_tss() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) unconstrain_stationary_multivariate() (in module statsmodels.tsa.statespace.tools) unconstrain_stationary_univariate() (in module statsmodels.tsa.statespace.tools) uniq_stderr() (statsmodels.multivariate.factor.FactorResults method) uniqueness (statsmodels.multivariate.factor.FactorResults attribute) unitroot_adf() (in module statsmodels.stats.diagnostic) UnobservedComponents (class in statsmodels.tsa.statespace.structural) UnobservedComponentsResults (class in statsmodels.tsa.statespace.structural) unsqueeze() (in module statsmodels.tools.tools) untransform_params() (statsmodels.regression.recursive_ls.RecursiveLS 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.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.mice.MICEData method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor 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) update_filter() (statsmodels.tsa.statespace.kalman_filter.FilterResults method) (statsmodels.tsa.statespace.kalman_filter.PredictionResults method) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults 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)

V

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.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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.stats.weightstats.DescrStatsW method) var_ddof() (statsmodels.stats.weightstats.DescrStatsW method) var_power (statsmodels.genmod.families.family.Tweedie attribute) var_rep() (statsmodels.tsa.vector_ar.vecm.VECMResults method) var_weights (statsmodels.genmod.generalized_linear_model.GLM attribute), [1] 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) 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) vc_mean (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults attribute) vc_sd (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults attribute) vcp_mean (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults attribute) vcp_sd (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults attribute) VECM (class in statsmodels.tsa.vector_ar.vecm) VECMResults (class in statsmodels.tsa.vector_ar.vecm) 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.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.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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.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.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults 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.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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)

webuse() (in module statsmodels.datasets) weighted_covariate_averages() (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) weights (statsmodels.genmod.generalized_linear_model.GLM attribute), [1] (statsmodels.multivariate.pca.PCA attribute) (statsmodels.regression.linear_model.OLS attribute) (statsmodels.regression.linear_model.WLS 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.robust.robust_linear_model.RLMResults method) wendog (statsmodels.discrete.discrete_model.MNLogit attribute) (statsmodels.sandbox.sysreg.SUR attribute) wexog (statsmodels.sandbox.sysreg.SUR attribute) 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.SUR method) (statsmodels.sandbox.sysreg.Sem2SLS method) WhitenessTestResults (class in statsmodels.tsa.vector_ar.hypothesis_test_results) WLS (class in statsmodels.regression.linear_model) wresid() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) 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) x_cancoeff (statsmodels.multivariate.cancorr.CanCorr attribute)

Y

y_cancoeff (statsmodels.multivariate.cancorr.CanCorr attribute)

yule_walker() (in module statsmodels.regression.linear_model)

Z

Z() (statsmodels.tsa.kalmanf.kalmanfilter.KalmanFilter class method) 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) 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 method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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)