Index

_

__call__() (statsmodels.distributions.empirical_distribution.ECDF method) (statsmodels.distributions.empirical_distribution.StepFunction method) (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.cloglog method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.logit method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.probit method) (statsmodels.genmod.families.varfuncs.Binomial method) (statsmodels.genmod.families.varfuncs.NegativeBinomial method) (statsmodels.genmod.families.varfuncs.Power method) (statsmodels.genmod.families.varfuncs.VarianceFunction method) (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.scale.Huber method) (statsmodels.robust.scale.HuberScale method) (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.stats.diagnostic.CompareCox method) (statsmodels.stats.diagnostic.CompareJ method) (statsmodels.stats.diagnostic.HetGoldfeldQuandt method)

_fit_basinhopping() (in module statsmodels.base.optimizer) _fit_bfgs() (in module statsmodels.base.optimizer) _fit_cg() (in module statsmodels.base.optimizer) _fit_lbfgs() (in module statsmodels.base.optimizer) _fit_ncg() (in module statsmodels.base.optimizer) _fit_newton() (in module statsmodels.base.optimizer) _fit_nm() (in module statsmodels.base.optimizer) _fit_powell() (in module statsmodels.base.optimizer) _MultivariateOLS (class in statsmodels.multivariate.multivariate_ols) _MultivariateOLSResults (class in statsmodels.multivariate.multivariate_ols) _tconfint_generic() (in module statsmodels.stats.weightstats) _tstat_generic() (in module statsmodels.stats.weightstats) _zconfint_generic() (in module statsmodels.stats.weightstats) _zstat_generic() (in module statsmodels.stats.weightstats) _zstat_generic2() (in module statsmodels.stats.weightstats)

A

abline_plot() (in module statsmodels.graphics.regressionplots) absnormalg (in module statsmodels.sandbox.distributions.transformed) acf() (in module statsmodels.tsa.stattools) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) (statsmodels.tsa.vector_ar.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() (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.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.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 property) aic_hurvich() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) aic_sigma() (in module statsmodels.tools.eval_measures) 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_innovations() (in module statsmodels.tsa.innovations.arma_innovations) arma_loglike() (in module statsmodels.tsa.innovations.arma_innovations) arma_loglikeobs() (in module statsmodels.tsa.innovations.arma_innovations) 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) arma_score() (in module statsmodels.tsa.innovations.arma_innovations) arma_scoreobs() (in module statsmodels.tsa.innovations.arma_innovations) 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.sandbox.tsa.fftarma.ArmaFft property) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.arima_process.ArmaProcess property) (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) autoregressive() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property)

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() (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.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.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 property) bic_sigma() (in module statsmodels.tools.eval_measures) binary (in module statsmodels.genmod.families.varfuncs) BinaryModel (class in statsmodels.discrete.discrete_model) BinaryResults (class in statsmodels.discrete.discrete_model) bind() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.representation.Representation method) binom_test() (in module statsmodels.stats.proportion) binom_test_reject_interval() (in module statsmodels.stats.proportion) binom_tost() (in module statsmodels.stats.proportion) binom_tost_reject_interval() (in module statsmodels.stats.proportion) Binomial (class in statsmodels.genmod.families.family) (class in statsmodels.genmod.families.varfuncs) BinomialBayesMixedGLM (class in statsmodels.genmod.bayes_mixed_glm) bkfilter() (in module statsmodels.tsa.filters.bk_filter) bootstrap() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method)

breaks_cusumolsresid() (in module statsmodels.stats.diagnostic) breaks_hansen() (in module statsmodels.stats.diagnostic) breslow_gradient() (statsmodels.duration.hazard_regression.PHReg method) breslow_hessian() (statsmodels.duration.hazard_regression.PHReg method) breslow_loglike() (statsmodels.duration.hazard_regression.PHReg method) bse() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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_() (statsmodels.sandbox.regression.gmm.GMMResults property) (statsmodels.sandbox.regression.gmm.IVGMMResults property) 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) (statsmodels.regression.process_regression.ProcessMLEResults method) bsejhj() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) BSplines (class in statsmodels.gam.smooth_basis) burg() (in module statsmodels.regression.linear_model) bw_scott() (in module statsmodels.nonparametric.bandwidths) bw_silverman() (in module statsmodels.nonparametric.bandwidths)

C

cached_means (statsmodels.genmod.generalized_estimating_equations.GEE attribute) calc_cov_params() (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) calc_weightmatrix() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) CanCorr (class in statsmodels.multivariate.cancorr) cat2dummy() (in module statsmodels.sandbox.regression.try_catdata) categorical() (in module statsmodels.tools.tools) catstack() (in module statsmodels.sandbox.stats.multicomp) cauchy (class in statsmodels.genmod.families.links) CausalityTestResults (class in statsmodels.tsa.vector_ar.hypothesis_test_results) ccf() (in module statsmodels.tsa.stattools) ccols (in module statsmodels.sandbox.stats.multicomp) ccovf() (in module statsmodels.tsa.stattools) cdf() (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.nonparametric.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.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) CDFLink (class in statsmodels.genmod.families.links) censored() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) centered_resid() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) centered_tss() (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) cffilter() (in module statsmodels.tsa.filters.cf_filter) check_set() (statsmodels.sandbox.stats.multicomp.StepDown method) 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) 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) 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) coefficients_of_determination() (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults 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) combine() (statsmodels.imputation.mice.MICE method) 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) compare_score_test() (statsmodels.genmod.generalized_estimating_equations.GEE method) 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) ConditionalLogit (class in statsmodels.discrete.conditional_models) ConditionalMNLogit (class in statsmodels.discrete.conditional_models) ConditionalPoisson (class in statsmodels.discrete.conditional_models) conf_int() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.generalized_linear_model.PredictionResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.PredictionResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.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) conserve_memory (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) constant (in module statsmodels.genmod.families.varfuncs) constrain_stationary_multivariate() (in module statsmodels.tsa.statespace.tools) constrain_stationary_univariate() (in module statsmodels.tsa.statespace.tools) ContrastResults (class in statsmodels.stats.contrast) convert_params() (statsmodels.discrete.discrete_model.NegativeBinomialP method) convertlabels() (in module statsmodels.sandbox.regression.try_catdata) convolution_filter() (in module statsmodels.tsa.filters.filtertools) cooks_distance() (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) (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) CorrelationEffects (class in statsmodels.stats.knockoff_regeffects)

count() (statsmodels.iolib.table.SimpleTable method) CountModel (class in statsmodels.discrete.discrete_model) CountResults (class in statsmodels.discrete.discrete_model) cov() (statsmodels.stats.weightstats.DescrStatsW 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.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.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) (statsmodels.gam.generalized_additive_model.LogitGam 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() (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.process_regression.ProcessMLEResults method) covariance_group() (statsmodels.regression.process_regression.ProcessMLEResults method) covariance_matrix() (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) covariance_matrix_solve() (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) covjac() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) covjhj() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults 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.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) 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() (statsmodels.gam.generalized_additive_model.GLMGamResults method) cv_loo() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) cycle() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) CyclicCubicSplines (class in statsmodels.gam.smooth_basis)

D

d_fittedvalues() (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) d_fittedvalues_scaled() (statsmodels.stats.outliers_influence.GLMInfluence property) (statsmodels.stats.outliers_influence.MLEInfluence property) d_linpred() (statsmodels.stats.outliers_influence.GLMInfluence property) d_linpred_scaled() (statsmodels.stats.outliers_influence.GLMInfluence property) d_params() (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) data() (statsmodels.iolib.table.SimpleTable property) data2dummy() (in module statsmodels.sandbox.regression.try_ols_anova) data2groupcont() (in module statsmodels.sandbox.regression.try_ols_anova) data2proddummy() (in module statsmodels.sandbox.regression.try_ols_anova) dataset() (statsmodels.iolib.foreign.StataReader method) 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.cloglog method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.logit method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.probit method) (statsmodels.genmod.families.varfuncs.Binomial method) (statsmodels.genmod.families.varfuncs.NegativeBinomial method) (statsmodels.genmod.families.varfuncs.Power method) (statsmodels.genmod.families.varfuncs.VarianceFunction method) deriv2() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.cloglog method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.logit method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.probit method) derivminus() (statsmodels.sandbox.distributions.transformed.SquareFunc method) derivplus() (statsmodels.sandbox.distributions.transformed.SquareFunc method) DescrStatsW (class in statsmodels.stats.weightstats) DescStat() (in module statsmodels.emplike.descriptive) DescStatMV (class in statsmodels.emplike.descriptive)

descstats() (in module statsmodels.sandbox.descstats) DescStatUV (class in statsmodels.emplike.descriptive) design (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) det_cov_params_not_obsi() (statsmodels.stats.outliers_influence.OLSInfluence property) detomega() (statsmodels.tsa.vector_ar.var_model.VARResults method) detrend() (in module statsmodels.tsa.tsatools) deviance() (statsmodels.gam.generalized_additive_model.GLMGamResults 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.GLMResults method) (statsmodels.robust.robust_linear_model.RLM method) df_model() (statsmodels.regression.linear_model.GLS property) (statsmodels.regression.linear_model.GLSAR property) (statsmodels.regression.linear_model.OLS property) (statsmodels.regression.linear_model.WLS property) (statsmodels.regression.quantile_regression.QuantReg property) (statsmodels.tsa.vector_ar.var_model.VARResults property) df_modelwc() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) df_resid() (statsmodels.regression.linear_model.GLS property) (statsmodels.regression.linear_model.GLSAR property) (statsmodels.regression.linear_model.OLS property) (statsmodels.regression.linear_model.WLS property) (statsmodels.regression.quantile_regression.QuantReg property) (statsmodels.tsa.vector_ar.var_model.VARResults property) dfbeta() (statsmodels.stats.outliers_influence.OLSInfluence method) dfbetas() (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) (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) DimReductionResults (class in statsmodels.regression.dimred) DiscreteModel (class in statsmodels.discrete.discrete_model) DiscreteResults (class in statsmodels.discrete.discrete_model) distance_st_range() (in module statsmodels.sandbox.stats.multicomp) DistributedModel (class in statsmodels.base.distributed_estimation) DistributedResults (class in statsmodels.base.distributed_estimation) dof_satt() (statsmodels.stats.weightstats.CompareMeans method) dropname() (in module statsmodels.sandbox.regression.try_ols_anova) dtype() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter property) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother property) (statsmodels.tsa.statespace.representation.Representation property) DTYPE_MAP (statsmodels.iolib.foreign.StataReader attribute) (statsmodels.iolib.foreign.StataWriter attribute) durbin_watson() (in module statsmodels.stats.stattools) DynamicFactor (class in statsmodels.tsa.statespace.dynamic_factor) DynamicFactorResults (class in statsmodels.tsa.statespace.dynamic_factor)

E

ECDF (class in statsmodels.distributions.empirical_distribution) ecdf() (in module statsmodels.sandbox.stats.multicomp) edf() (statsmodels.gam.generalized_additive_model.GLMGamResults method) 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.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) el_test() (statsmodels.regression.linear_model.OLSResults method) endog (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) endog_names() (statsmodels.base.model.GenericLikelihoodModel property) (statsmodels.base.model.LikelihoodModel property) (statsmodels.base.model.Model property) (statsmodels.discrete.conditional_models.ConditionalLogit property) (statsmodels.discrete.conditional_models.ConditionalMNLogit property) (statsmodels.discrete.conditional_models.ConditionalPoisson property) (statsmodels.discrete.count_model.GenericZeroInflated property) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson property) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP property) (statsmodels.discrete.count_model.ZeroInflatedPoisson property) (statsmodels.discrete.discrete_model.BinaryModel property) (statsmodels.discrete.discrete_model.CountModel property) (statsmodels.discrete.discrete_model.DiscreteModel property) (statsmodels.discrete.discrete_model.GeneralizedPoisson property) (statsmodels.discrete.discrete_model.Logit property) (statsmodels.discrete.discrete_model.MNLogit property) (statsmodels.discrete.discrete_model.MultinomialModel property) (statsmodels.discrete.discrete_model.NegativeBinomial property) (statsmodels.discrete.discrete_model.NegativeBinomialP property) (statsmodels.discrete.discrete_model.Poisson property) (statsmodels.discrete.discrete_model.Probit property) (statsmodels.duration.hazard_regression.PHReg property) (statsmodels.gam.generalized_additive_model.GLMGam property) (statsmodels.gam.generalized_additive_model.LogitGam property) (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM property) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM property) (statsmodels.genmod.generalized_estimating_equations.GEE property) (statsmodels.genmod.generalized_linear_model.GLM property) (statsmodels.genmod.qif.QIF property) (statsmodels.miscmodels.count.PoissonGMLE property) (statsmodels.miscmodels.count.PoissonOffsetGMLE property) (statsmodels.miscmodels.count.PoissonZiGMLE property) (statsmodels.miscmodels.tmodel.TLinearModel property) (statsmodels.multivariate.cancorr.CanCorr property) (statsmodels.multivariate.factor.Factor property) (statsmodels.multivariate.manova.MANOVA property) (statsmodels.multivariate.multivariate_ols._MultivariateOLS property) (statsmodels.regression.dimred.PrincipalHessianDirections property) (statsmodels.regression.dimred.SlicedAverageVarianceEstimation property) (statsmodels.regression.dimred.SlicedInverseReg property) (statsmodels.regression.linear_model.GLS property) (statsmodels.regression.linear_model.GLSAR property) (statsmodels.regression.linear_model.OLS property) (statsmodels.regression.linear_model.WLS property) (statsmodels.regression.mixed_linear_model.MixedLM property) (statsmodels.regression.process_regression.ProcessMLE property) (statsmodels.regression.quantile_regression.QuantReg property) (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.robust.robust_linear_model.RLM property) (statsmodels.sandbox.regression.gmm.GMM property) (statsmodels.sandbox.regression.gmm.IV2SLS property) (statsmodels.sandbox.regression.gmm.IVGMM property) (statsmodels.sandbox.regression.gmm.LinearIVGMM property) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM property) (statsmodels.tsa.ar_model.AR property) (statsmodels.tsa.arima_model.ARIMA property) (statsmodels.tsa.arima_model.ARMA property) (statsmodels.tsa.holtwinters.ExponentialSmoothing property) (statsmodels.tsa.holtwinters.Holt property) (statsmodels.tsa.holtwinters.SimpleExpSmoothing property) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression property) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) (statsmodels.tsa.vector_ar.var_model.VAR property) (statsmodels.tsa.vector_ar.vecm.VECM property) 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.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) err_band_sz1() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) err_band_sz2() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) err_band_sz3() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) errband_mc() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) ess() (statsmodels.regression.linear_model.OLSResults 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)

ess_press() (statsmodels.stats.outliers_influence.OLSInfluence method) estimate_location() (in module statsmodels.robust.norms) estimate_scale() (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.genmod.qif.QIF method) estimate_tweedie_power() (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) EstimatorSettings (class in statsmodels.nonparametric.kernel_density) evaluate() (statsmodels.nonparametric.kde.KDEUnivariate method) Exchangeable (class in statsmodels.genmod.cov_struct) exog_names() (statsmodels.base.model.GenericLikelihoodModel property) (statsmodels.base.model.LikelihoodModel property) (statsmodels.base.model.Model property) (statsmodels.discrete.conditional_models.ConditionalLogit property) (statsmodels.discrete.conditional_models.ConditionalMNLogit property) (statsmodels.discrete.conditional_models.ConditionalPoisson property) (statsmodels.discrete.count_model.GenericZeroInflated property) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson property) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP property) (statsmodels.discrete.count_model.ZeroInflatedPoisson property) (statsmodels.discrete.discrete_model.BinaryModel property) (statsmodels.discrete.discrete_model.CountModel property) (statsmodels.discrete.discrete_model.DiscreteModel property) (statsmodels.discrete.discrete_model.GeneralizedPoisson property) (statsmodels.discrete.discrete_model.Logit property) (statsmodels.discrete.discrete_model.MNLogit property) (statsmodels.discrete.discrete_model.MultinomialModel property) (statsmodels.discrete.discrete_model.NegativeBinomial property) (statsmodels.discrete.discrete_model.NegativeBinomialP property) (statsmodels.discrete.discrete_model.Poisson property) (statsmodels.discrete.discrete_model.Probit property) (statsmodels.duration.hazard_regression.PHReg property) (statsmodels.gam.generalized_additive_model.GLMGam property) (statsmodels.gam.generalized_additive_model.LogitGam property) (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM property) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM property) (statsmodels.genmod.generalized_estimating_equations.GEE property) (statsmodels.genmod.generalized_linear_model.GLM property) (statsmodels.genmod.qif.QIF property) (statsmodels.miscmodels.count.PoissonGMLE property) (statsmodels.miscmodels.count.PoissonOffsetGMLE property) (statsmodels.miscmodels.count.PoissonZiGMLE property) (statsmodels.miscmodels.tmodel.TLinearModel property) (statsmodels.multivariate.cancorr.CanCorr property) (statsmodels.multivariate.factor.Factor property) (statsmodels.multivariate.manova.MANOVA property) (statsmodels.multivariate.multivariate_ols._MultivariateOLS property) (statsmodels.regression.dimred.PrincipalHessianDirections property) (statsmodels.regression.dimred.SlicedAverageVarianceEstimation property) (statsmodels.regression.dimred.SlicedInverseReg property) (statsmodels.regression.linear_model.GLS property) (statsmodels.regression.linear_model.GLSAR property) (statsmodels.regression.linear_model.OLS property) (statsmodels.regression.linear_model.WLS property) (statsmodels.regression.mixed_linear_model.MixedLM property) (statsmodels.regression.process_regression.ProcessMLE property) (statsmodels.regression.quantile_regression.QuantReg property) (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.robust.robust_linear_model.RLM property) (statsmodels.sandbox.regression.gmm.GMM property) (statsmodels.sandbox.regression.gmm.IV2SLS property) (statsmodels.sandbox.regression.gmm.IVGMM property) (statsmodels.sandbox.regression.gmm.LinearIVGMM property) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM property) (statsmodels.tsa.ar_model.AR property) (statsmodels.tsa.arima_model.ARIMA property) (statsmodels.tsa.arima_model.ARMA property) (statsmodels.tsa.holtwinters.ExponentialSmoothing property) (statsmodels.tsa.holtwinters.Holt property) (statsmodels.tsa.holtwinters.SimpleExpSmoothing property) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression property) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) (statsmodels.tsa.vector_ar.var_model.VAR property) (statsmodels.tsa.vector_ar.vecm.VECM property) expandparams() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) expect() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) expected_robust_kurtosis() (in module statsmodels.stats.stattools) ExponentialSmoothing (class in statsmodels.tsa.holtwinters) ExpTransf_gen (class in statsmodels.sandbox.distributions.transformed) extend() (statsmodels.iolib.table.SimpleTable method) extend_right() (statsmodels.iolib.table.SimpleTable method)

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.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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) Factor (class in statsmodels.multivariate.factor) factor_score_params() (statsmodels.multivariate.factor.FactorResults method) factor_scoring() (statsmodels.multivariate.factor.FactorResults method) FactoredPSDMatrix (class in statsmodels.stats.correlation_tools) FactorResults (class in statsmodels.multivariate.factor) factors() (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults property) Family (class in statsmodels.genmod.families.family) family() (statsmodels.discrete.discrete_model.Poisson property) fboxplot() (in module statsmodels.graphics.functional) fdrcorrection() (in module statsmodels.stats.multitest) fdrcorrection_twostage() (in module statsmodels.stats.multitest) FEVD (class in statsmodels.tsa.vector_ar.var_model) fevd() (statsmodels.tsa.vector_ar.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_attributes (statsmodels.tsa.statespace.kalman_filter.PredictionResults attribute) filter_augmented (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) filter_collapsed (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) filter_concentrated (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) filter_conventional (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) filter_exact_initial (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) filter_extended (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) filter_method (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) filter_methods (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) filter_square_root (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) filter_timing (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) filter_univariate (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) filter_unscented (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) FilterResults (class in statsmodels.tsa.statespace.kalman_filter) fit() (statsmodels.base.distributed_estimation.DistributedModel method) (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.base.model.Model method) (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.genmod.qif.QIF method) (statsmodels.imputation.mice.MICE method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.multivariate.cancorr.CanCorr method) (statsmodels.multivariate.factor.Factor method) (statsmodels.multivariate.manova.MANOVA method) (statsmodels.multivariate.multivariate_ols._MultivariateOLS method) (statsmodels.nonparametric.kde.KDEUnivariate method) (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) (statsmodels.regression.dimred.PrincipalHessianDirections method) (statsmodels.regression.dimred.SlicedAverageVarianceEstimation method) (statsmodels.regression.dimred.SlicedInverseReg method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) (statsmodels.sandbox.sysreg.Sem2SLS method) (statsmodels.sandbox.sysreg.SUR method) (statsmodels.stats.anova.AnovaRM method) (statsmodels.stats.mediation.Mediation method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.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.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) fit_joblib() (statsmodels.base.distributed_estimation.DistributedModel method) fit_loc_scale() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) fit_map() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) fit_regularized() (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_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_sequential() (statsmodels.base.distributed_estimation.DistributedModel method) fit_vb() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) fitgmm() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) fitgmm_cu() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) fititer() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) fitstart() (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) fitted() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) fitted_cov() (statsmodels.multivariate.factor.FactorResults method) 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.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.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) fixed_scale() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother 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.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) form2design() (in module statsmodels.sandbox.regression.try_ols_anova) ForwardEffects (class in statsmodels.stats.knockoff_regeffects) fpe() (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults property) freeze() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) freq_seasonal() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) from_coeffs() (statsmodels.sandbox.tsa.fftarma.ArmaFft class method) (statsmodels.tsa.arima_process.ArmaProcess class method) from_data() (statsmodels.stats.contingency_tables.SquareTable class method) (statsmodels.stats.contingency_tables.StratifiedTable class method) (statsmodels.stats.contingency_tables.Table class method) (statsmodels.stats.contingency_tables.Table2x2 class method) (statsmodels.stats.weightstats.CompareMeans class method) from_estimation() (statsmodels.sandbox.tsa.fftarma.ArmaFft class method) (statsmodels.tsa.arima_process.ArmaProcess class method) from_formula() (statsmodels.base.model.GenericLikelihoodModel class method) (statsmodels.base.model.LikelihoodModel class method) (statsmodels.base.model.Model class method) (statsmodels.discrete.conditional_models.ConditionalLogit class method) (statsmodels.discrete.conditional_models.ConditionalMNLogit class method) (statsmodels.discrete.conditional_models.ConditionalPoisson class method) (statsmodels.discrete.count_model.GenericZeroInflated class method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson class method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP class method) (statsmodels.discrete.count_model.ZeroInflatedPoisson class method) (statsmodels.discrete.discrete_model.BinaryModel class method) (statsmodels.discrete.discrete_model.CountModel class method) (statsmodels.discrete.discrete_model.DiscreteModel class method) (statsmodels.discrete.discrete_model.GeneralizedPoisson class method) (statsmodels.discrete.discrete_model.Logit class method) (statsmodels.discrete.discrete_model.MNLogit class method) (statsmodels.discrete.discrete_model.MultinomialModel class method) (statsmodels.discrete.discrete_model.NegativeBinomial class method) (statsmodels.discrete.discrete_model.NegativeBinomialP class method) (statsmodels.discrete.discrete_model.Poisson class method) (statsmodels.discrete.discrete_model.Probit class method) (statsmodels.duration.hazard_regression.PHReg class method) (statsmodels.gam.generalized_additive_model.GLMGam class method) (statsmodels.gam.generalized_additive_model.LogitGam class method) (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM class method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM class method) (statsmodels.genmod.generalized_estimating_equations.GEE class method) (statsmodels.genmod.generalized_linear_model.GLM class method) (statsmodels.genmod.qif.QIF class method) (statsmodels.miscmodels.count.PoissonGMLE class method) (statsmodels.miscmodels.count.PoissonOffsetGMLE class method) (statsmodels.miscmodels.count.PoissonZiGMLE class method) (statsmodels.miscmodels.tmodel.TLinearModel class method) (statsmodels.multivariate.cancorr.CanCorr class method) (statsmodels.multivariate.factor.Factor class method) (statsmodels.multivariate.manova.MANOVA class method) (statsmodels.multivariate.multivariate_ols._MultivariateOLS class method) (statsmodels.regression.dimred.PrincipalHessianDirections class method) (statsmodels.regression.dimred.SlicedAverageVarianceEstimation class method) (statsmodels.regression.dimred.SlicedInverseReg class method) (statsmodels.regression.linear_model.GLS class method) (statsmodels.regression.linear_model.GLSAR class method) (statsmodels.regression.linear_model.OLS class method) (statsmodels.regression.linear_model.WLS class method) (statsmodels.regression.mixed_linear_model.MixedLM class method) (statsmodels.regression.process_regression.ProcessMLE class method) (statsmodels.regression.quantile_regression.QuantReg class method) (statsmodels.regression.recursive_ls.RecursiveLS class method) (statsmodels.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) GaussianCovariance (class in statsmodels.regression.process_regression) gcv() (statsmodels.gam.generalized_additive_model.GLMGamResults method) 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_cov() (statsmodels.regression.process_regression.GaussianCovariance method) get_crit() (statsmodels.sandbox.stats.multicomp.StepDown method) get_data_home() (in module statsmodels.datasets) get_distance_matrix() (statsmodels.sandbox.stats.multicomp.StepDown method) get_distribution() (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.quantile_regression.QuantReg method) get_eq_index() (statsmodels.tsa.vector_ar.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_hat_matrix_diag() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) get_influence() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) get_loadings_frame() (statsmodels.multivariate.factor.FactorResults method) get_margeff() (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method)

get_nlfun() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) get_prediction() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.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) GLMGam (class in statsmodels.gam.generalized_additive_model) GLMGamResults (class in statsmodels.gam.generalized_additive_model) GLMInfluence (class in statsmodels.stats.outliers_influence) GLMResults (class in statsmodels.genmod.generalized_linear_model) GlobalOddsRatio (class in statsmodels.genmod.cov_struct) GLS (class in statsmodels.regression.linear_model) 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) Hampel (class in statsmodels.robust.norms) hat_diag_factor() (statsmodels.stats.outliers_influence.OLSInfluence method) hat_matrix_diag() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) (statsmodels.stats.outliers_influence.OLSInfluence method) hat_matrix_trace() (statsmodels.gam.generalized_additive_model.GLMGamResults 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.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.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.discrete.discrete_model.Poisson method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) hessian_numdiff() (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) hessv() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults 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) 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) (statsmodels.tsa.vector_ar.var_model.VARResults property) hqic_sigma() (in module statsmodels.tools.eval_measures) hstack() (statsmodels.tsa.varma_process.VarmaPoly method) hstackarma_minus1() (statsmodels.tsa.varma_process.VarmaPoly method) Huber (class in statsmodels.robust.scale) hubers_scale (in module statsmodels.robust.scale) HuberScale (class in statsmodels.robust.scale) HuberT (class in statsmodels.robust.norms) HypothesisTestResults (class in statsmodels.tsa.vector_ar.hypothesis_test_results)

I

icdf() (statsmodels.nonparametric.kde.KDEUnivariate 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.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.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.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_design() (statsmodels.tsa.statespace.sarimax.SARIMAX property) initial_probabilities() (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) initial_selection() (statsmodels.tsa.statespace.sarimax.SARIMAX property) initial_state_intercept() (statsmodels.tsa.statespace.sarimax.SARIMAX property) initial_transition() (statsmodels.tsa.statespace.sarimax.SARIMAX property) initial_values() (statsmodels.tsa.holtwinters.ExponentialSmoothing method) (statsmodels.tsa.holtwinters.Holt method) (statsmodels.tsa.holtwinters.SimpleExpSmoothing method) initial_variance() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) initialization() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) initialize() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.base.model.Results method) (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.dimred.DimReductionResults method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.sandbox.sysreg.SUR method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.mlemodel.MLEModel method) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.representation.Representation method) (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.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_default() (statsmodels.tsa.statespace.sarimax.SARIMAX method) (statsmodels.tsa.statespace.structural.UnobservedComponents method) initialize_diffuse() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter method) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother method) (statsmodels.tsa.statespace.representation.Representation method) 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_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) innovations_algo() (in module statsmodels.tsa.stattools) innovations_filter() (in module statsmodels.tsa.stattools) insert() (statsmodels.iolib.table.SimpleTable method) insert_header_row() (statsmodels.iolib.table.SimpleTable method) insert_stubs() (statsmodels.iolib.table.SimpleTable method) interaction_plot() (in module statsmodels.graphics.factorplots) intercept_longrun() (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) interval() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) invdnormalg (in module statsmodels.sandbox.distributions.transformed) inverse() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.cloglog method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.logit method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.probit method) inverse_deriv() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.cloglog method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.logit method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.probit method) inverse_deriv2() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.cloglog method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.logit method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.probit method) inverse_power (class in statsmodels.genmod.families.links) inverse_squared (class in statsmodels.genmod.families.links) InverseGaussian (class in statsmodels.genmod.families.family) inverseminus() (statsmodels.sandbox.distributions.transformed.SquareFunc method) inverseplus() (statsmodels.sandbox.distributions.transformed.SquareFunc method) inversion_method (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) inversion_methods (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) invert_cholesky (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) invert_lu (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) invert_univariate (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother 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.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) isinvertible() (statsmodels.sandbox.tsa.fftarma.ArmaFft property) (statsmodels.tsa.arima_process.ArmaProcess property) isstationary() (statsmodels.sandbox.tsa.fftarma.ArmaFft property) (statsmodels.tsa.arima_process.ArmaProcess property) iter_subsets() (statsmodels.sandbox.stats.multicomp.StepDown method) iterative_fit() (statsmodels.regression.linear_model.GLSAR method) IV2SLS (class in statsmodels.sandbox.regression.gmm) IVGMM (class in statsmodels.sandbox.regression.gmm) IVGMMResults (class in statsmodels.sandbox.regression.gmm) IVRegressionResults (class in statsmodels.sandbox.regression.gmm)

J

jac() (statsmodels.regression.process_regression.GaussianCovariance method) jac_error() (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) jac_func() (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) jarque_bera() (in module statsmodels.stats.stattools)

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_params() (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression property) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression property) kalman_gain() (statsmodels.tsa.statespace.kalman_filter.FilterResults property) (statsmodels.tsa.statespace.kalman_filter.PredictionResults property) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults property) KalmanFilter (class in statsmodels.tsa.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) kernel_covariance() (in module statsmodels.stats.correlation_tools) KernelCensoredReg (class in statsmodels.nonparametric.kernel_regression) KernelReg (class in statsmodels.nonparametric.kernel_regression) kpss() (in module statsmodels.tsa.stattools) kruskal() (statsmodels.sandbox.stats.multicomp.MultiComparison method) kstest_normal() (in module statsmodels.stats.diagnostic)

L

label_cells() (statsmodels.iolib.table.SimpleTable method) labelmeanfilter() (in module statsmodels.sandbox.regression.try_catdata) labelmeanfilter_nd() (in module statsmodels.sandbox.regression.try_catdata) labelmeanfilter_str() (in module statsmodels.sandbox.regression.try_catdata) lagmat() (in module statsmodels.tsa.tsatools) lagmat2ds() (in module statsmodels.tsa.tsatools) LagOrderResults (class in statsmodels.tsa.vector_ar.var_model) LeastSquares (class in statsmodels.robust.norms) level() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) levinson_durbin() (in module statsmodels.tsa.stattools) levinson_durbin_pacf() (in module statsmodels.tsa.stattools) LikelihoodModel (class in statsmodels.base.model) LikelihoodModelResults (class in statsmodels.base.model) lilliefors() (in module statsmodels.stats.diagnostic) linear_harvey_collier() (in module statsmodels.stats.diagnostic) linear_lm() (in module statsmodels.stats.diagnostic) linear_rainbow() (in module statsmodels.stats.diagnostic) LinearIVGMM (class in statsmodels.sandbox.regression.gmm) Link (class in statsmodels.genmod.families.links) link() (statsmodels.genmod.families.family.Binomial property) (statsmodels.genmod.families.family.Family property) (statsmodels.genmod.families.family.Gamma property) (statsmodels.genmod.families.family.Gaussian property) (statsmodels.genmod.families.family.InverseGaussian property) (statsmodels.genmod.families.family.NegativeBinomial property) (statsmodels.genmod.families.family.Poisson property) (statsmodels.genmod.families.family.Tweedie property) links (statsmodels.genmod.families.family.Binomial attribute) (statsmodels.genmod.families.family.Family attribute) (statsmodels.genmod.families.family.Gamma attribute) (statsmodels.genmod.families.family.Gaussian attribute) (statsmodels.genmod.families.family.InverseGaussian attribute) (statsmodels.genmod.families.family.NegativeBinomial attribute) (statsmodels.genmod.families.family.Poisson attribute) (statsmodels.genmod.families.family.Tweedie attribute) llf() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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.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) llf_recursive() (statsmodels.regression.recursive_ls.RecursiveLSResults method) llf_recursive_obs() (statsmodels.regression.recursive_ls.RecursiveLSResults 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.gam.generalized_additive_model.GLMGamResults 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.distributed_estimation.DistributedResults class method) (statsmodels.base.model.GenericLikelihoodModelResults class method) (statsmodels.base.model.LikelihoodModelResults class method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults class method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults class method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults class method) (statsmodels.discrete.discrete_model.BinaryResults class method) (statsmodels.discrete.discrete_model.CountResults class method) (statsmodels.discrete.discrete_model.DiscreteResults class method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults class method) (statsmodels.discrete.discrete_model.LogitResults class method) (statsmodels.discrete.discrete_model.MultinomialResults class method) (statsmodels.discrete.discrete_model.NegativeBinomialResults class method) (statsmodels.discrete.discrete_model.ProbitResults class method) (statsmodels.duration.hazard_regression.PHRegResults class method) (statsmodels.gam.generalized_additive_model.GLMGamResults class method) (statsmodels.genmod.generalized_estimating_equations.GEEResults class method) (statsmodels.genmod.generalized_linear_model.GLMResults class method) (statsmodels.genmod.qif.QIFResults class method) (statsmodels.regression.linear_model.OLSResults class method) (statsmodels.regression.linear_model.RegressionResults class method) (statsmodels.regression.mixed_linear_model.MixedLMResults class method) (statsmodels.regression.process_regression.ProcessMLEResults class method) (statsmodels.regression.quantile_regression.QuantRegResults class method) (statsmodels.regression.recursive_ls.RecursiveLSResults class method) (statsmodels.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) 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_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 (class in statsmodels.genmod.families.links) 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.Table2x2 method) 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 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.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) logdet() (statsmodels.stats.correlation_tools.FactoredPSDMatrix method) loggammaexpg (in module statsmodels.sandbox.distributions.transformed) Logit (class in statsmodels.discrete.discrete_model) (class in statsmodels.genmod.families.links) logit (class in statsmodels.genmod.families.links) LogitGam (class in statsmodels.gam.generalized_additive_model) LogitResults (class in statsmodels.discrete.discrete_model) loglike() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.multivariate.factor.Factor method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.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_grp() (statsmodels.discrete.conditional_models.ConditionalLogit method) loglike_kalman() (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) loglike_mu() (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) loglike_obs() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) loglikelihood_burn() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.mlemodel.MLEResults method) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.sarimax.SARIMAXResults method) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) (statsmodels.tsa.statespace.varmax.VARMAX property) (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.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.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 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.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) logposterior() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) logposterior_grad() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) logsf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) LogTransf_gen (class in statsmodels.sandbox.distributions.transformed) long_run_effects() (statsmodels.tsa.vector_ar.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.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.sandbox.tsa.fftarma.ArmaFft property) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.arima_process.ArmaProcess property) (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.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.stats.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) medcouple() (in module statsmodels.stats.stattools) median() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) median_test_ksample() (in module statsmodels.sandbox.stats.runs) medianabs() (in module statsmodels.tools.eval_measures) medianbias() (in module statsmodels.tools.eval_measures) Mediation (class in statsmodels.stats.mediation) MediationResults (class in statsmodels.stats.mediation) memory_conserve (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) memory_no_filtered (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) memory_no_forecast (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) memory_no_gain (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) memory_no_likelihood (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) memory_no_predicted (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) memory_no_smoothing (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) memory_no_std_forecast (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) memory_options (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) memory_store_all (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute)

MICE (class in statsmodels.imputation.mice) MICEData (class in statsmodels.imputation.mice) miso_lfilter() (in module statsmodels.tsa.filters.filtertools) MISSING_VALUES (statsmodels.iolib.foreign.StataReader attribute) (statsmodels.iolib.foreign.StataWriter attribute) MixedLM (class in statsmodels.regression.mixed_linear_model) MixedLMResults (class in statsmodels.regression.mixed_linear_model) MLEInfluence (class in statsmodels.stats.outliers_influence) MLEModel (class in statsmodels.tsa.statespace.mlemodel) MLEResults (class in statsmodels.tsa.statespace.mlemodel) mnc2cum() (in module statsmodels.stats.moment_helpers) mnc2mc() (in module statsmodels.stats.moment_helpers) mnc2mvsk() (in module statsmodels.stats.moment_helpers) MNLogit (class in statsmodels.discrete.discrete_model) Model (class in statsmodels.base.model) model_latex_names() (statsmodels.tsa.statespace.sarimax.SARIMAX property) model_names() (statsmodels.tsa.statespace.sarimax.SARIMAX property) model_orders() (statsmodels.tsa.statespace.sarimax.SARIMAX property) momcond() (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) momcond_mean() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) moment() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) monotone_fn_inverter() (in module statsmodels.distributions.empirical_distribution) month_plot() (in module statsmodels.graphics.tsaplots) mosaic() (in module statsmodels.graphics.mosaicplot) movmean() (in module statsmodels.sandbox.tsa.movstat) movmoment() (in module statsmodels.sandbox.tsa.movstat) movorder() (in module statsmodels.sandbox.tsa.movstat) movvar() (in module statsmodels.sandbox.tsa.movstat) mse() (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.regression.recursive_ls.RecursiveLSResults 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.regression.recursive_ls.RecursiveLSResults 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.regression.recursive_ls.RecursiveLSResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) mu (in module statsmodels.genmod.families.varfuncs) mu() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) mu_cubed (in module statsmodels.genmod.families.varfuncs) mu_squared (in module statsmodels.genmod.families.varfuncs) MultiComparison (class in statsmodels.sandbox.stats.multicomp) multinomial_proportions_confint() (in module statsmodels.stats.proportion) MultinomialModel (class in statsmodels.discrete.discrete_model) MultinomialResults (class in statsmodels.discrete.discrete_model) multipletests() (in module statsmodels.stats.multitest) MultivariateTestResults (class in statsmodels.multivariate.multivariate_ols) mv_mean_contour() (statsmodels.emplike.descriptive.DescStatMV method) mv_test() (statsmodels.multivariate.manova.MANOVA method) (statsmodels.multivariate.multivariate_ols._MultivariateOLSResults method) mv_test_mean() (statsmodels.emplike.descriptive.DescStatMV method) mvnormcdf() (in module statsmodels.sandbox.distributions.extras) mvsk2mc() (in module statsmodels.stats.moment_helpers) mvsk2mnc() (in module statsmodels.stats.moment_helpers) mvstdnormcdf() (in module statsmodels.sandbox.distributions.extras)

N

nbinom (class in statsmodels.genmod.families.links) (in module statsmodels.genmod.families.varfuncs) NegativeBinomial (class in statsmodels.discrete.discrete_model) (class in statsmodels.genmod.families.family) (class in statsmodels.genmod.families.links) (class in statsmodels.genmod.families.varfuncs) NegativeBinomialP (class in statsmodels.discrete.discrete_model) NegativeBinomialResults (class in statsmodels.discrete.discrete_model) negsquarenormalg (in module statsmodels.sandbox.distributions.transformed) Nested (class in statsmodels.genmod.cov_struct) next_sample() (statsmodels.imputation.mice.MICE method) (statsmodels.imputation.mice.MICEData method) nloglike() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) nloglikeobs() (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) nnlf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) nobs() (statsmodels.regression.linear_model.OLSResults 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.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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) null() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) null_deviance() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) NullDistribution (class in statsmodels.stats.multitest)

O

objective() (statsmodels.genmod.qif.QIF method) obs() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter property) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother property) (statsmodels.tsa.statespace.representation.Representation property) obs_cov (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) obs_intercept (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation 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 method) oddsratio_confint() (statsmodels.stats.contingency_tables.Table2x2 method)

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) OLS (class in statsmodels.regression.linear_model) OLSEffects (class in statsmodels.stats.knockoff_regeffects) OLSInfluence (class in statsmodels.stats.outliers_influence) OLSResults (class in statsmodels.regression.linear_model) omni_normtest() (in module statsmodels.stats.stattools) opg_information_matrix() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.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) Optimizer (class in statsmodels.base.optimizer) 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

pacf() (in module statsmodels.tsa.stattools) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) pacf_burg() (in module statsmodels.tsa.stattools) pacf_ols() (in module statsmodels.tsa.stattools) pacf_yw() (in module statsmodels.tsa.stattools) pad() (statsmodels.iolib.table.SimpleTable method) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) padarr() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) pairwise_tukeyhsd() (in module statsmodels.stats.multicomp) param_names() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression property) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) param_terms() (statsmodels.tsa.statespace.sarimax.SARIMAX property) params_complete (statsmodels.tsa.statespace.sarimax.SARIMAX attribute) params_not_obsi() (statsmodels.stats.outliers_influence.OLSInfluence property) params_one() (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) params_sensitivity() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) partial_values() (statsmodels.gam.generalized_additive_model.GLMGamResults method) PCA (class in statsmodels.multivariate.pca) pca() (in module statsmodels.multivariate.pca) pdf() (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.nonparametric.kernel_density.KDEMultivariate method) (statsmodels.nonparametric.kernel_density.KDEMultivariateConditional method) (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.stats.multitest.NullDistribution method) pdf_moments() (in module statsmodels.sandbox.distributions.extras) pdf_moments_st() (in module statsmodels.sandbox.distributions.extras) pdf_mvsk() (in module statsmodels.sandbox.distributions.extras) pearson_chi2() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) 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) 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.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) plot_bivariate() (statsmodels.imputation.mice.MICEData method) plot_ccpr() (in module statsmodels.graphics.regressionplots) plot_ccpr_grid() (in module statsmodels.graphics.regressionplots) plot_ceres_residuals() (in module statsmodels.graphics.regressionplots) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) plot_coefficients_of_determination() (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults method) plot_components() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults method) plot_contour() (statsmodels.emplike.descriptive.DescStatUV method) plot_corr() (in module statsmodels.graphics.correlation) plot_corr_grid() (in module statsmodels.graphics.correlation) plot_cum_effects() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) plot_cusum() (statsmodels.regression.recursive_ls.RecursiveLSResults method) plot_cusum_squares() (statsmodels.regression.recursive_ls.RecursiveLSResults method) plot_data() (statsmodels.tsa.vector_ar.vecm.VECMResults method) plot_diagnostics() (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.tsa.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.var_model.VARResults method) (statsmodels.tsa.vector_ar.vecm.VECMResults method) plot_imputed_hist() (statsmodels.imputation.mice.MICEData method) plot_index() (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) (statsmodels.stats.outliers_influence.OLSInfluence method) plot_influence() (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) (statsmodels.stats.outliers_influence.OLSInfluence method) plot_isotropic_dependence() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) plot_leverage_resid2() (in module statsmodels.graphics.regressionplots) plot_loadings() (statsmodels.multivariate.factor.FactorResults method) plot_missing_pattern() (statsmodels.imputation.mice.MICEData method) plot_pacf() (in module statsmodels.graphics.tsaplots) plot_partial() (statsmodels.gam.generalized_additive_model.GLMGamResults method) plot_partial_residuals() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) plot_partregress() (in module statsmodels.graphics.regressionplots) plot_partregress_grid() (in module statsmodels.graphics.regressionplots) plot_power() (statsmodels.stats.power.FTestAnovaPower method) (statsmodels.stats.power.FTestPower method) (statsmodels.stats.power.GofChisquarePower method) (statsmodels.stats.power.NormalIndPower method) (statsmodels.stats.power.TTestIndPower method) (statsmodels.stats.power.TTestPower method) plot_predict() (statsmodels.tsa.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) pooled_odds_ratio() (statsmodels.genmod.cov_struct.GlobalOddsRatio method) pop() (statsmodels.iolib.table.SimpleTable method) Power (class in statsmodels.genmod.families.links) (class in statsmodels.genmod.families.varfuncs) power() (statsmodels.stats.power.FTestAnovaPower method) (statsmodels.stats.power.FTestPower method) (statsmodels.stats.power.GofChisquarePower method) (statsmodels.stats.power.NormalIndPower method) (statsmodels.stats.power.TTestIndPower method) (statsmodels.stats.power.TTestPower method) power_binom_tost() (in module statsmodels.stats.proportion) power_ztost_prop() (in module statsmodels.stats.proportion) powerdiscrepancy() (in module statsmodels.stats.gof) ppf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) ppplot() (statsmodels.graphics.gofplots.ProbPlot method) pred_table() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) preddoc (statsmodels.tsa.ar_model.ARResults attribute) predict() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.base.model.Model method) (statsmodels.base.model.Results method) (statsmodels.discrete.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults method) (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIF method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.multivariate.cancorr.CanCorr method) (statsmodels.multivariate.factor.Factor method) (statsmodels.multivariate.manova.MANOVA method) (statsmodels.multivariate.multivariate_ols._MultivariateOLS method) (statsmodels.regression.dimred.DimReductionResults method) (statsmodels.regression.dimred.PrincipalHessianDirections method) (statsmodels.regression.dimred.SlicedAverageVarianceEstimation method) (statsmodels.regression.dimred.SlicedInverseReg method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) (statsmodels.sandbox.sysreg.SUR method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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) PredictionResults (class in statsmodels.genmod.generalized_linear_model) (class in statsmodels.regression.linear_model) (class in statsmodels.tsa.statespace.kalman_filter) prefix() (statsmodels.tsa.statespace.kalman_filter.KalmanFilter property) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother property) (statsmodels.tsa.statespace.representation.Representation property) 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) PrincipalHessianDirections (class in statsmodels.regression.dimred) 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) ProcessMLE (class in statsmodels.regression.process_regression) ProcessMLEResults (class in statsmodels.regression.process_regression) procrustes() (in module statsmodels.multivariate.factor_rotation) profile_re() (statsmodels.regression.mixed_linear_model.MixedLMResults method) project() (statsmodels.multivariate.pca.PCA method) promax() (in module statsmodels.multivariate.factor_rotation) proportion_confint() (in module statsmodels.stats.proportion) proportion_effectsize() (in module statsmodels.stats.proportion) proportions_chisquare() (in module statsmodels.stats.proportion) proportions_chisquare_allpairs() (in module statsmodels.stats.proportion) proportions_chisquare_pairscontrol() (in module statsmodels.stats.proportion) proportions_ztest() (in module statsmodels.stats.proportion) proportions_ztost() (in module statsmodels.stats.proportion) prsquared() (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults 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.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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_stat() (in module statsmodels.tsa.stattools) qcrit (in module statsmodels.sandbox.stats.multicomp) qic() (statsmodels.genmod.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) QIF (class in statsmodels.genmod.qif) QIFResults (class in statsmodels.genmod.qif) qqline() (in module statsmodels.graphics.gofplots)

qqplot() (in module statsmodels.graphics.gofplots) (statsmodels.graphics.gofplots.ProbPlot method) qqplot_2samples() (in module statsmodels.graphics.gofplots) quantile() (statsmodels.duration.survfunc.SurvfuncRight method) (statsmodels.stats.weightstats.DescrStatsW method) quantile_ci() (statsmodels.duration.survfunc.SurvfuncRight method) QuantReg (class in statsmodels.regression.quantile_regression) QuantRegResults (class in statsmodels.regression.quantile_regression) quarter_plot() (in module statsmodels.graphics.tsaplots)

R

R() (statsmodels.tsa.kalmanf.kalmanfilter.KalmanFilter class 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) random_state() (statsmodels.sandbox.distributions.extras.ACSkewT_gen property) (statsmodels.sandbox.distributions.extras.NormExpan_gen property) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen property) (statsmodels.sandbox.distributions.extras.SkewNorm_gen property) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen property) (statsmodels.sandbox.distributions.transformed.LogTransf_gen property) (statsmodels.sandbox.distributions.transformed.Transf_gen property) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen property) rankdata() (in module statsmodels.sandbox.stats.multicomp) recipr() (in module statsmodels.tools.tools) recipr0() (in module statsmodels.tools.tools) recursive_coefficients() (statsmodels.regression.recursive_ls.RecursiveLSResults property) recursive_filter() (in module statsmodels.tsa.filters.filtertools) recursive_olsresiduals() (in module statsmodels.stats.diagnostic) RecursiveLS (class in statsmodels.regression.recursive_ls) RecursiveLSResults (class in statsmodels.regression.recursive_ls) reduceform() (statsmodels.tsa.varma_process.VarmaPoly method) reduceparams() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) regime_transition_matrix() (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression method) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression method) RegModelEffects (class in statsmodels.stats.knockoff_regeffects) regression_coefficients() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) RegressionFDR (class in statsmodels.stats.multitest) RegressionResults (class in statsmodels.regression.linear_model) rejectionline() (in module statsmodels.sandbox.stats.multicomp) remove() (statsmodels.iolib.table.SimpleTable method) remove_data() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.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) representation_attributes (statsmodels.tsa.statespace.kalman_filter.PredictionResults 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.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.gam.generalized_additive_model.GLMGamResults 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.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) resid_anscombe_scaled() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) resid_anscombe_unscaled() (statsmodels.gam.generalized_additive_model.GLMGamResults method) (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.gam.generalized_additive_model.GLMGamResults method) (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.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults 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.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_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() (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) (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.gam.generalized_additive_model.GLMGamResults method) (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_class (statsmodels.sandbox.regression.gmm.GMM attribute) (statsmodels.sandbox.regression.gmm.IVGMM attribute) (statsmodels.sandbox.regression.gmm.LinearIVGMM attribute) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM attribute) reverse() (statsmodels.iolib.table.SimpleTable method) rho() (statsmodels.robust.norms.AndrewWave method) (statsmodels.robust.norms.Hampel method) (statsmodels.robust.norms.HuberT method) (statsmodels.robust.norms.LeastSquares method) (statsmodels.robust.norms.RamsayE method) (statsmodels.robust.norms.RobustNorm method) (statsmodels.robust.norms.TrimmedMean method) (statsmodels.robust.norms.TukeyBiweight method) risk_pooled() (statsmodels.stats.contingency_tables.StratifiedTable method) riskratio() (statsmodels.stats.contingency_tables.Table2x2 method) riskratio_confint() (statsmodels.stats.contingency_tables.Table2x2 method) riskratio_pooled() (statsmodels.stats.contingency_tables.StratifiedTable 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) rng (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM attribute) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM attribute) robust_covariance() (statsmodels.duration.hazard_regression.PHReg method) robust_kurtosis() (in module statsmodels.stats.stattools) robust_skewness() (in module statsmodels.stats.stattools) RobustNorm (class in statsmodels.robust.norms) 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) rsquared() (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) 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.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method)

S

safe_links (statsmodels.genmod.families.family.Binomial attribute) (statsmodels.genmod.families.family.Gamma attribute) (statsmodels.genmod.families.family.Gaussian attribute) (statsmodels.genmod.families.family.InverseGaussian attribute) (statsmodels.genmod.families.family.NegativeBinomial attribute) (statsmodels.genmod.families.family.Poisson attribute) (statsmodels.genmod.families.family.Tweedie attribute) sample_acorr() (statsmodels.tsa.vector_ar.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.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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.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) 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.conditional_models.ConditionalLogit method) (statsmodels.discrete.conditional_models.ConditionalMNLogit method) (statsmodels.discrete.conditional_models.ConditionalPoisson method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.MultinomialModel method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.multivariate.factor.Factor method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.process_regression.ProcessMLE method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.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.discrete.discrete_model.Poisson method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_linear_model.GLM method) score_full() (statsmodels.regression.mixed_linear_model.MixedLM method) score_grp() (statsmodels.discrete.conditional_models.ConditionalLogit method) score_numdiff() (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) score_obs() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.discrete.count_model.GenericZeroInflated method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoisson method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialP method) (statsmodels.discrete.count_model.ZeroInflatedPoisson method) (statsmodels.discrete.discrete_model.GeneralizedPoisson method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.NegativeBinomialP method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.gam.generalized_additive_model.GLMGam method) (statsmodels.gam.generalized_additive_model.LogitGam method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.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) (statsmodels.regression.process_regression.ProcessMLEResults 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.gam.generalized_additive_model.GLMGam method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLM method) se_cov() (in module statsmodels.stats.moment_helpers) (in module statsmodels.stats.sandwich_covariance) se_mean() (statsmodels.genmod.generalized_linear_model.PredictionResults property) (statsmodels.regression.linear_model.PredictionResults property) se_obs() (statsmodels.genmod.generalized_linear_model.PredictionResults property) (statsmodels.regression.linear_model.PredictionResults property) seasonal() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) seasonal_decompose() (in module statsmodels.tsa.seasonal) 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) select_penweight() (statsmodels.gam.generalized_additive_model.GLMGam method) select_penweight_kfold() (statsmodels.gam.generalized_additive_model.GLMGam method) selection (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) 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.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) sig_test() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) 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) 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) SlicedAverageVarianceEstimation (class in statsmodels.regression.dimred) SlicedInverseReg (class in statsmodels.regression.dimred) 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) smooth_alternative (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smooth_classical (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smooth_conventional (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smooth_method (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smooth_methods (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smooth_univariate (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smoothed_forecasts() (statsmodels.tsa.statespace.kalman_smoother.SmootherResults property) smoothed_forecasts_error() (statsmodels.tsa.statespace.kalman_smoother.SmootherResults property) smoothed_forecasts_error_cov() (statsmodels.tsa.statespace.kalman_smoother.SmootherResults property)

smoother_all (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smoother_disturbance (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smoother_disturbance_cov (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smoother_output (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smoother_outputs (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smoother_state (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smoother_state_autocov (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) smoother_state_cov (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) SmootherResults (class in statsmodels.tsa.statespace.kalman_smoother) solve() (statsmodels.stats.correlation_tools.FactoredPSDMatrix method) solve_cholesky (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) solve_lu (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) solve_power() (statsmodels.stats.power.FTestAnovaPower method) (statsmodels.stats.power.FTestPower method) (statsmodels.stats.power.GofChisquarePower method) (statsmodels.stats.power.NormalIndPower method) (statsmodels.stats.power.TTestIndPower method) (statsmodels.stats.power.TTestPower method) sort() (statsmodels.iolib.table.SimpleTable method) sorted_data() (statsmodels.graphics.gofplots.ProbPlot method) 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) 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) ssr() (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.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) stability_force_symmetry (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) stability_method (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) stability_methods (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) stacksquare() (statsmodels.tsa.varma_process.VarmaPoly method) standard_errors() (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) standardized_forecasts_error() (statsmodels.tsa.statespace.kalman_filter.FilterResults property) (statsmodels.tsa.statespace.kalman_filter.PredictionResults property) (statsmodels.tsa.statespace.kalman_smoother.SmootherResults property) standardized_resids() (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.Table method) (statsmodels.stats.contingency_tables.Table2x2 method) start_params() (statsmodels.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.regime_switching.markov_autoregression.MarkovAutoregression property) (statsmodels.tsa.regime_switching.markov_regression.MarkovRegression property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) start_weights() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) starting_mu() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.families.family.Tweedie method) StataReader (class in statsmodels.iolib.foreign) StataWriter (class in statsmodels.iolib.foreign) state_cov (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) state_intercept (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation 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.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.stats.knockoff_regeffects.CorrelationEffects method) (statsmodels.stats.knockoff_regeffects.ForwardEffects method) (statsmodels.stats.knockoff_regeffects.OLSEffects method) (statsmodels.stats.knockoff_regeffects.RegModelEffects method) statsmodels (module) statsmodels.base.distributed_estimation (module) statsmodels.base.model (module) statsmodels.base.optimizer (module) statsmodels.discrete.conditional_models (module) statsmodels.discrete.count_model (module) statsmodels.discrete.discrete_model (module) statsmodels.distributions.empirical_distribution (module) statsmodels.duration (module) statsmodels.duration.hazard_regression (module) statsmodels.duration.survfunc (module) statsmodels.emplike (module) statsmodels.gam.generalized_additive_model (module) statsmodels.gam.smooth_basis (module) statsmodels.genmod.bayes_mixed_glm (module) statsmodels.genmod.cov_struct (module) statsmodels.genmod.families.family (module), [1] statsmodels.genmod.families.links (module) statsmodels.genmod.families.varfuncs (module) statsmodels.genmod.generalized_estimating_equations (module) statsmodels.genmod.generalized_linear_model (module) statsmodels.genmod.qif (module) statsmodels.graphics (module) statsmodels.imputation.mice (module) statsmodels.iolib (module) statsmodels.miscmodels (module) statsmodels.miscmodels.count (module) statsmodels.miscmodels.tmodel (module) statsmodels.multivariate (module) statsmodels.multivariate.pca (module) statsmodels.nonparametric (module) statsmodels.regression.dimred (module) statsmodels.regression.linear_model (module) statsmodels.regression.mixed_linear_model (module) statsmodels.regression.process_regression (module) statsmodels.regression.quantile_regression (module) statsmodels.regression.recursive_ls (module) statsmodels.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.knockoff_regeffects (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.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_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) 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.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.base.model.Results method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.duration.survfunc.SurvfuncRight method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults method) (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.multivariate.factor.FactorResults method) (statsmodels.multivariate.multivariate_ols._MultivariateOLSResults method) (statsmodels.multivariate.multivariate_ols.MultivariateTestResults method) (statsmodels.regression.dimred.DimReductionResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.sandbox.stats.multicomp.TukeyHSDResults method) (statsmodels.stats.contingency_tables.SquareTable method) (statsmodels.stats.contingency_tables.StratifiedTable method) (statsmodels.stats.contingency_tables.Table2x2 method) (statsmodels.stats.contrast.ContrastResults method) (statsmodels.stats.mediation.MediationResults method) (statsmodels.stats.multitest.RegressionFDR method) (statsmodels.stats.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.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) summary_frame() (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_linear_model.PredictionResults method) (statsmodels.multivariate.multivariate_ols.MultivariateTestResults property) (statsmodels.regression.linear_model.PredictionResults method) (statsmodels.stats.contrast.ContrastResults method) (statsmodels.stats.outliers_influence.GLMInfluence method) (statsmodels.stats.outliers_influence.MLEInfluence method) (statsmodels.stats.outliers_influence.OLSInfluence method) summary_table() (statsmodels.stats.outliers_influence.OLSInfluence method) sumsquares() (statsmodels.stats.weightstats.DescrStatsW method) SUR (class in statsmodels.sandbox.sysreg) 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) t_test() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.generalized_linear_model.PredictionResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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) 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_significance() (statsmodels.gam.generalized_additive_model.GLMGamResults method) test_skew() (statsmodels.emplike.descriptive.DescStatUV method) test_var() (statsmodels.emplike.descriptive.DescStatUV method) test_whiteness() (statsmodels.tsa.vector_ar.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.KalmanFilter property) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother property) (statsmodels.tsa.statespace.representation.Representation property) timing_init_filtered (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) timing_init_predicted (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) timing_options (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother 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.regression.recursive_ls.RecursiveLS property) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactor property) (statsmodels.tsa.statespace.mlemodel.MLEModel property) (statsmodels.tsa.statespace.sarimax.SARIMAX property) (statsmodels.tsa.statespace.structural.UnobservedComponents property) (statsmodels.tsa.statespace.varmax.VARMAX property) Transf_gen (class in statsmodels.sandbox.distributions.transformed) transform() (statsmodels.gam.smooth_basis.BSplines method) (statsmodels.gam.smooth_basis.CyclicCubicSplines method) transform_jacobian() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.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) TransfTwo_gen (class in statsmodels.sandbox.distributions.transformed) transition (statsmodels.tsa.statespace.kalman_filter.KalmanFilter attribute) (statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother attribute) (statsmodels.tsa.statespace.representation.Representation attribute) trend() (statsmodels.tsa.statespace.structural.UnobservedComponentsResults property) TrimmedMean (class in statsmodels.robust.norms) tt_ind_solve_power() (in module statsmodels.stats.power) tt_solve_power() (in module statsmodels.stats.power) ttest_ind() (in module statsmodels.stats.weightstats) (statsmodels.stats.weightstats.CompareMeans method) ttest_mean() (statsmodels.stats.weightstats.DescrStatsW method) TTestIndPower (class in statsmodels.stats.power) TTestPower (class in statsmodels.stats.power) ttost_ind() (in module statsmodels.stats.weightstats) (statsmodels.stats.weightstats.CompareMeans method) ttost_mean() (statsmodels.stats.weightstats.DescrStatsW method) ttost_paired() (in module statsmodels.stats.weightstats) TukeyBiweight (class in statsmodels.robust.norms) tukeyhsd() (statsmodels.sandbox.stats.multicomp.MultiComparison method) TukeyHSDResults (class in statsmodels.sandbox.stats.multicomp) tvalues() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.generalized_linear_model.PredictionResults property) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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) TYPE_MAP (statsmodels.iolib.foreign.StataReader attribute) (statsmodels.iolib.foreign.StataWriter attribute)

U

uncentered_tss() (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) 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) unitroot_adf() (in module statsmodels.stats.diagnostic) UnobservedComponents (class in statsmodels.tsa.statespace.structural) UnobservedComponentsResults (class in statsmodels.tsa.statespace.structural) unpack() (statsmodels.regression.process_regression.ProcessMLE method) unsqueeze() (in module statsmodels.tools.tools) untransform_params() (statsmodels.regression.recursive_ls.RecursiveLS method) (statsmodels.tsa.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) use_t (statsmodels.base.distributed_estimation.DistributedResults attribute) (statsmodels.base.model.GenericLikelihoodModelResults attribute) (statsmodels.base.model.LikelihoodModelResults attribute) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults attribute) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults attribute) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults attribute) (statsmodels.discrete.discrete_model.BinaryResults attribute) (statsmodels.discrete.discrete_model.CountResults attribute) (statsmodels.discrete.discrete_model.DiscreteResults attribute) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults attribute) (statsmodels.discrete.discrete_model.LogitResults attribute) (statsmodels.discrete.discrete_model.MultinomialResults attribute) (statsmodels.discrete.discrete_model.NegativeBinomialResults attribute) (statsmodels.discrete.discrete_model.ProbitResults attribute) (statsmodels.duration.hazard_regression.PHRegResults attribute) (statsmodels.gam.generalized_additive_model.GLMGamResults attribute) (statsmodels.genmod.generalized_estimating_equations.GEEResults attribute) (statsmodels.genmod.generalized_linear_model.GLMResults attribute) (statsmodels.genmod.qif.QIFResults attribute) (statsmodels.regression.linear_model.OLSResults attribute) (statsmodels.regression.linear_model.RegressionResults attribute) (statsmodels.regression.mixed_linear_model.MixedLMResults attribute) (statsmodels.regression.process_regression.ProcessMLEResults attribute) (statsmodels.regression.quantile_regression.QuantRegResults attribute) (statsmodels.regression.recursive_ls.RecursiveLSResults attribute) (statsmodels.robust.robust_linear_model.RLMResults attribute) (statsmodels.sandbox.regression.gmm.GMMResults attribute) (statsmodels.sandbox.regression.gmm.IVGMMResults attribute) (statsmodels.sandbox.regression.gmm.IVRegressionResults attribute) (statsmodels.tsa.ar_model.ARResults attribute) (statsmodels.tsa.arima_model.ARIMAResults attribute) (statsmodels.tsa.arima_model.ARMAResults attribute) (statsmodels.tsa.statespace.dynamic_factor.DynamicFactorResults attribute) (statsmodels.tsa.statespace.mlemodel.MLEResults attribute) (statsmodels.tsa.statespace.sarimax.SARIMAXResults attribute) (statsmodels.tsa.statespace.structural.UnobservedComponentsResults attribute) (statsmodels.tsa.statespace.varmax.VARMAXResults attribute)

V

valid (statsmodels.genmod.families.family.Binomial attribute) (statsmodels.genmod.families.family.Family attribute) (statsmodels.genmod.families.family.Gamma attribute) (statsmodels.genmod.families.family.Gaussian attribute) (statsmodels.genmod.families.family.InverseGaussian attribute) (statsmodels.genmod.families.family.NegativeBinomial attribute) (statsmodels.genmod.families.family.Poisson attribute) (statsmodels.genmod.families.family.Tweedie attribute) validate_matrix_shape() (in module statsmodels.tsa.statespace.tools) validate_vector_shape() (in module statsmodels.tsa.statespace.tools) VAR (class in statsmodels.tsa.vector_ar.var_model) var() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.stats.weightstats.DescrStatsW method) var_ddof() (statsmodels.stats.weightstats.DescrStatsW method) var_rep() (statsmodels.tsa.vector_ar.vecm.VECMResults method) varcorrection_pairs_unbalanced() (in module statsmodels.sandbox.stats.multicomp) varcorrection_pairs_unequal() (in module statsmodels.sandbox.stats.multicomp) varcorrection_unbalanced() (in module statsmodels.sandbox.stats.multicomp) varcorrection_unequal() (in module statsmodels.sandbox.stats.multicomp) vare() (in module statsmodels.tools.eval_measures) variables() (statsmodels.iolib.foreign.StataReader method)

variance (statsmodels.genmod.families.family.Binomial attribute) (statsmodels.genmod.families.family.Gamma attribute) (statsmodels.genmod.families.family.Gaussian attribute) (statsmodels.genmod.families.family.InverseGaussian attribute) (statsmodels.genmod.families.family.NegativeBinomial attribute) (statsmodels.genmod.families.family.Poisson attribute) (statsmodels.genmod.families.family.Tweedie attribute) variance_inflation_factor() (in module statsmodels.stats.outliers_influence) VarianceFunction (class in statsmodels.genmod.families.varfuncs) VarmaPoly (class in statsmodels.tsa.varma_process) VARMAX (class in statsmodels.tsa.statespace.varmax) VARMAXResults (class in statsmodels.tsa.statespace.varmax) VARProcess (class in statsmodels.tsa.vector_ar.var_model) VARResults (class in statsmodels.tsa.vector_ar.var_model) vb_elbo() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) vb_elbo_base() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) vb_elbo_grad() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) vb_elbo_grad_base() (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM method) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM method) VECM (class in statsmodels.tsa.vector_ar.vecm) VECMResults (class in statsmodels.tsa.vector_ar.vecm) verbose (statsmodels.genmod.bayes_mixed_glm.BinomialBayesMixedGLM attribute) (statsmodels.genmod.bayes_mixed_glm.PoissonBayesMixedGLM attribute) violinplot() (in module statsmodels.graphics.boxplots) vstack() (statsmodels.tsa.varma_process.VarmaPoly method) vstackarma_minus1() (statsmodels.tsa.varma_process.VarmaPoly method)

W

wald_test() (statsmodels.base.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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.distributed_estimation.DistributedResults method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.count_model.ZeroInflatedGeneralizedPoissonResults method) (statsmodels.discrete.count_model.ZeroInflatedNegativeBinomialResults method) (statsmodels.discrete.count_model.ZeroInflatedPoissonResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.GeneralizedPoissonResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.gam.generalized_additive_model.GLMGamResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.genmod.qif.QIFResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.process_regression.ProcessMLEResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.regression.recursive_ls.RecursiveLSResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.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.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) whiten() (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.sandbox.sysreg.Sem2SLS method) (statsmodels.sandbox.sysreg.SUR method) WhitenessTestResults (class in statsmodels.tsa.vector_ar.hypothesis_test_results) WLS (class in statsmodels.regression.linear_model) 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)

Y

y() (statsmodels.tsa.vector_ar.var_model.VAR property) (statsmodels.tsa.vector_ar.var_model.VARResults property)

ys_lagged() (statsmodels.tsa.vector_ar.var_model.VARResults property) 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)