Index

_

_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_breush_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) (in module statsmodels.tsa.tsatools) 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.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) 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) 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) ARIMA (class in statsmodels.tsa.arima_model) ARIMAResults (class in statsmodels.tsa.arima_model) ARMA (class in statsmodels.tsa.arima_model) arma2ar() (in module statsmodels.tsa.arima_process) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) arma2ma() (in module statsmodels.tsa.arima_process) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) arma_acf() (in module statsmodels.tsa.arima_process) arma_acovf() (in module statsmodels.tsa.arima_process) arma_generate_sample() (in module statsmodels.tsa.arima_process) arma_impulse_response() (in module statsmodels.tsa.arima_process) arma_order_select_ic() (in module statsmodels.tsa.stattools) arma_pacf() (in module statsmodels.tsa.arima_process) arma_periodogram() (in module statsmodels.tsa.arima_process) ArmaFft (class in statsmodels.sandbox.tsa.fftarma) ArmaProcess (class in statsmodels.tsa.arima_process) ARMAResults (class in statsmodels.tsa.arima_model) arparams() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) ARResults (class in statsmodels.tsa.ar_model) arroots() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) as_csv() (statsmodels.iolib.summary.Summary method) (statsmodels.iolib.table.SimpleTable method) as_html() (statsmodels.iolib.summary.Summary method) (statsmodels.iolib.summary2.Summary method) (statsmodels.iolib.table.SimpleTable method) as_latex() (statsmodels.iolib.summary.Summary method) (statsmodels.iolib.summary2.Summary method) as_latex_tabular() (statsmodels.iolib.table.SimpleTable method) as_text() (statsmodels.iolib.summary.Summary method) (statsmodels.iolib.summary2.Summary method) (statsmodels.iolib.table.SimpleTable method) asrepeats() (statsmodels.stats.weightstats.DescrStatsW method) Autoregressive (class in statsmodels.genmod.cov_struct)

B

banddepth() (in module statsmodels.graphics.functional) baseline_cumulative_hazard() (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) baseline_cumulative_hazard_function() (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) bcov_scaled() (statsmodels.robust.robust_linear_model.RLMResults method) bcov_unscaled() (statsmodels.robust.robust_linear_model.RLMResults method) 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.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) bic_sigma() (in module statsmodels.tools.eval_measures) BinaryModel (class in statsmodels.discrete.discrete_model) BinaryResults (class in statsmodels.discrete.discrete_model) 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) bkfilter() (in module statsmodels.tsa.filters.bk_filter) bootstrap() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) breaks_cusumolsresid() (in module statsmodels.stats.diagnostic) breaks_hansen() (in module statsmodels.stats.diagnostic) breslow_gradient() (statsmodels.duration.hazard_regression.PHReg method) breslow_hessian() (statsmodels.duration.hazard_regression.PHReg method) breslow_loglike() (statsmodels.duration.hazard_regression.PHReg method) bse() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.robust.robust_linear_model.RLMResults 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.vector_ar.var_model.VARResults method) bse_fe() (statsmodels.regression.mixed_linear_model.MixedLMResults method) bse_re() (statsmodels.regression.mixed_linear_model.MixedLMResults method) bsejac() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) bsejhj() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) bw_scott() (in module statsmodels.nonparametric.bandwidths) bw_silverman() (in module statsmodels.nonparametric.bandwidths)

C

calc_cov_params() (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) calc_weightmatrix() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) 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) ccf() (in module statsmodels.tsa.stattools) ccols (in module statsmodels.sandbox.stats.multicomp) ccovf() (in module statsmodels.tsa.stattools) cdf() (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel 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.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.nonparametric.kde.KDEUnivariate method) (statsmodels.nonparametric.kernel_density.KDEMultivariate method) (statsmodels.nonparametric.kernel_density.KDEMultivariateConditional method) (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) CDFLink (class in statsmodels.genmod.families.links) censored() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) centered_resid() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) centered_tss() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) cffilter() (in module statsmodels.tsa.filters.cf_filter) check_set() (statsmodels.sandbox.stats.multicomp.StepDown method) 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) cluster_list() (statsmodels.genmod.generalized_estimating_equations.GEE method) cochrans_q() (in module statsmodels.sandbox.stats.runs) coefs() (statsmodels.tsa.vector_ar.dynamic.DynamicVAR method) cohens_kappa() (in module statsmodels.stats.inter_rater) compare_cox (in module statsmodels.stats.diagnostic) compare_f_test() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) compare_j (in module statsmodels.stats.diagnostic) compare_j() (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) compare_lm_test() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) compare_lr_test() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) compare_ordered() (in module statsmodels.sandbox.stats.multicomp) CompareCox (class in statsmodels.stats.diagnostic) CompareJ (class in statsmodels.stats.diagnostic) CompareMeans (class in statsmodels.stats.weightstats) condition_number() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) conf_int() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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) conf_int_el() (statsmodels.regression.linear_model.OLSResults method) ContrastResults (class in statsmodels.stats.contrast)

convertlabels() (in module statsmodels.sandbox.regression.try_catdata) convolution_filter() (in module statsmodels.tsa.filters.filtertools) cooks_distance() (statsmodels.stats.outliers_influence.OLSInfluence method) copy() (statsmodels.iolib.table.SimpleTable method) corr2cov() (in module statsmodels.stats.moment_helpers) corr_clipped() (in module statsmodels.stats.correlation_tools) corr_nearest() (in module statsmodels.stats.correlation_tools) corrcoef() (statsmodels.stats.weightstats.DescrStatsW method) count() (statsmodels.iolib.table.SimpleTable method) CountModel (class in statsmodels.discrete.discrete_model) CountResults (class in statsmodels.discrete.discrete_model) cov() (statsmodels.stats.weightstats.DescrStatsW method) (statsmodels.tsa.vector_ar.irf.IRAnalysis method) (statsmodels.tsa.vector_ar.var_model.FEVD method) cov2corr() (in module statsmodels.stats.moment_helpers) cov_cluster() (in module statsmodels.stats.sandwich_covariance) cov_cluster_2groups() (in module statsmodels.stats.sandwich_covariance) cov_hac() (in module statsmodels.stats.sandwich_covariance) cov_hc0() (in module statsmodels.stats.sandwich_covariance) cov_HC0() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) cov_hc1() (in module statsmodels.stats.sandwich_covariance) cov_HC1() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) cov_hc2() (in module statsmodels.stats.sandwich_covariance) cov_HC2() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) cov_hc3() (in module statsmodels.stats.sandwich_covariance) cov_HC3() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) cov_nearest() (in module statsmodels.stats.correlation_tools) cov_nw_groupsum() (in module statsmodels.stats.sandwich_covariance) cov_nw_panel() (in module statsmodels.stats.sandwich_covariance) cov_params() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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.vector_ar.var_model.VARResults method) cov_params_func_l1() (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel 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.Poisson method) (statsmodels.discrete.discrete_model.Probit method) cov_ratio() (statsmodels.stats.outliers_influence.OLSInfluence method) cov_white_simple() (in module statsmodels.stats.sandwich_covariance) cov_ybar() (statsmodels.tsa.vector_ar.var_model.VARResults method) covariance_matrix() (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) covariance_matrix_solve() (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) covjac() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) covjhj() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin 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) cv_loo() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method)

D

data2dummy() (in module statsmodels.sandbox.regression.try_ols_anova) data2groupcont() (in module statsmodels.sandbox.regression.try_ols_anova) data2proddummy() (in module statsmodels.sandbox.regression.try_ols_anova) dataset() (statsmodels.iolib.foreign.StataReader method) deconvolve() (in module statsmodels.tsa.arima_process) demeaned() (statsmodels.stats.weightstats.DescrStatsW method) dentonm() (in module statsmodels.tsa.interp.denton) deriv() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.probit method) deriv2() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.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)

det_cov_params_not_obsi() (statsmodels.stats.outliers_influence.OLSInfluence method) detomega() (statsmodels.tsa.vector_ar.var_model.VARResults method) detrend() (in module statsmodels.tsa.tsatools) deviance() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.robust.robust_linear_model.RLM method) df_modelwc() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) dfbetas() (statsmodels.stats.outliers_influence.OLSInfluence method) dffits() (statsmodels.stats.outliers_influence.OLSInfluence method) dffits_internal() (statsmodels.stats.outliers_influence.OLSInfluence method) DiscreteModel (class in statsmodels.discrete.discrete_model) DiscreteResults (class in statsmodels.discrete.discrete_model) distance_st_range() (in module statsmodels.sandbox.stats.multicomp) dof_satt() (statsmodels.stats.weightstats.CompareMeans method) dropname() (in module statsmodels.sandbox.regression.try_ols_anova) durbin_watson() (in module statsmodels.stats.stattools) DynamicVAR (class in statsmodels.tsa.vector_ar.dynamic)

E

ECDF (class in statsmodels.distributions.empirical_distribution) ecdf() (in module statsmodels.sandbox.stats.multicomp) efron_gradient() (statsmodels.duration.hazard_regression.PHReg method) efron_hessian() (statsmodels.duration.hazard_regression.PHReg method) efron_loglike() (statsmodels.duration.hazard_regression.PHReg method) eigenvals() (statsmodels.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) EM() (statsmodels.regression.mixed_linear_model.MixedLM method) entropy() (statsmodels.nonparametric.kde.KDEUnivariate method) (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) equations() (statsmodels.tsa.vector_ar.dynamic.DynamicVAR method) err_band_sz1() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) err_band_sz2() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) err_band_sz3() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) errband_mc() (statsmodels.tsa.vector_ar.irf.IRAnalysis method)

ess() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) ess_press() (statsmodels.stats.outliers_influence.OLSInfluence method) est_loc_scale() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) Estep() (statsmodels.regression.mixed_linear_model.MixedLM method) estimate_location() (in module statsmodels.robust.norms) estimate_scale() (statsmodels.genmod.generalized_estimating_equations.GEE 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) expandparams() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) expect() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) 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.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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) Family (class in statsmodels.genmod.families.family) fboxplot() (in module statsmodels.graphics.functional) fdrcorrection0() (in module statsmodels.sandbox.stats.multicomp) 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.sandbox.tsa.fftarma.ArmaFft method) filter2() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) fit() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.base.model.Model method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel 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.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.genmod.generalized_estimating_equations.GEE 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.nonparametric.kde.KDEUnivariate method) (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.robust.robust_linear_model.RLM method) (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IV2SLS method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) (statsmodels.sandbox.sysreg.SUR method) (statsmodels.sandbox.sysreg.Sem2SLS method) (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) (statsmodels.tsa.vector_ar.var_model.VAR method) fit_constrained() (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.genmod.generalized_linear_model.GLM method) fit_loc_scale() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method)

fit_regularized() (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel 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.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg 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) 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) fittedvalues() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults 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.vector_ar.var_model.VARResults method) fleiss_kappa() (in module statsmodels.stats.inter_rater) forecast() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.vector_ar.dynamic.DynamicVAR method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) forecast_cov() (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) forecast_interval() (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) form2design() (in module statsmodels.sandbox.regression.try_ols_anova) fpe() (statsmodels.tsa.ar_model.ARResults method) freeze() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) from_coeffs() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess class method) from_estimation() (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess class method) from_formula() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.base.model.Model class method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel 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.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg class method) (statsmodels.genmod.generalized_estimating_equations.GEE class 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 class method) (statsmodels.regression.quantile_regression.QuantReg 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.vector_ar.var_model.VAR method) FTestAnovaPower (class in statsmodels.stats.power) FTestPower (class in statsmodels.stats.power) fullrank() (in module statsmodels.tools.tools) fvalue() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method)

G

G() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) Gamma (class in statsmodels.genmod.families.family) Gaussian (class in statsmodels.genmod.families.family) GEE (class in statsmodels.genmod.generalized_estimating_equations) GEEMargins (class in statsmodels.genmod.generalized_estimating_equations) GEEResults (class in statsmodels.genmod.generalized_estimating_equations) 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) genfromdta() (in module statsmodels.iolib.foreign) get_bse() (statsmodels.sandbox.regression.gmm.GMMResults method) (statsmodels.sandbox.regression.gmm.IVGMMResults method) get_colwidths() (statsmodels.iolib.table.SimpleTable method) get_compare() (statsmodels.stats.weightstats.DescrStatsW method) get_crit() (statsmodels.sandbox.stats.multicomp.StepDown method) get_data_home() (in module statsmodels.datasets) get_distance_matrix() (statsmodels.sandbox.stats.multicomp.StepDown method) get_distribution() (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) 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_influence() (statsmodels.regression.linear_model.OLSResults method) get_margeff() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults 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) get_nlfun() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin 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_tukeyQcrit() (in module statsmodels.sandbox.stats.multicomp) geterrors() (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) (statsmodels.tsa.kalmanf.kalmanfilter.KalmanFilter class method) getisinvertible() (statsmodels.tsa.varma_process.VarmaPoly method) getisstationary() (statsmodels.tsa.varma_process.VarmaPoly method) getranks() (statsmodels.sandbox.stats.multicomp.MultiComparison method) GLM (class in statsmodels.genmod.generalized_linear_model) GLMResults (class in statsmodels.genmod.generalized_linear_model) GlobalOddsRatio (class in statsmodels.genmod.cov_struct) GLS (class in statsmodels.regression.linear_model) GLSAR (class in statsmodels.regression.linear_model) GMM (class in statsmodels.sandbox.regression.gmm) gmmobjective() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) gmmobjective_cu() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) GMMResults (class in statsmodels.sandbox.regression.gmm) gof_binning_discrete() (in module statsmodels.stats.gof) gof_chisquare_discrete() (in module statsmodels.stats.gof) GofChisquarePower (class in statsmodels.stats.power) gradient_momcond() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) grangercausalitytests() (in module statsmodels.tsa.stattools) group_list() (statsmodels.regression.mixed_linear_model.MixedLM method) groupdemean() (statsmodels.sandbox.stats.multicomp.GroupsStats method) GroupsStats (class in statsmodels.sandbox.stats.multicomp) groupsstats_1d() (in module statsmodels.sandbox.regression.try_catdata) groupsstats_dummy() (in module statsmodels.sandbox.regression.try_catdata) groupsswithin() (statsmodels.sandbox.stats.multicomp.GroupsStats method) groupstatsbin() (in module statsmodels.sandbox.regression.try_catdata) groupvarwithin() (statsmodels.sandbox.stats.multicomp.GroupsStats method)

H

H() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) Hampel (class in statsmodels.robust.norms) hat_diag_factor() (statsmodels.stats.outliers_influence.OLSInfluence method) hat_matrix_diag() (statsmodels.stats.outliers_influence.OLSInfluence method) HC0_se() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) HC1_se() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) HC2_se() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) HC3_se() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) hessian() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel 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.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.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.vector_ar.var_model.VAR method) hessian_factor() (statsmodels.genmod.generalized_linear_model.GLM method) hessian_full() (statsmodels.regression.mixed_linear_model.MixedLM method) hessian_sqrt() (statsmodels.regression.mixed_linear_model.MixedLM method) hessv() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) het_arch() (in module statsmodels.stats.diagnostic)

het_breushpagan() (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) homogeneous_subsets() (in module statsmodels.sandbox.stats.multicomp) hpfilter() (in module statsmodels.tsa.filters.hp_filter) hqic() (in module statsmodels.tools.eval_measures) (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) hqic_sigma() (in module statsmodels.tools.eval_measures) hstack() (statsmodels.tsa.varma_process.VarmaPoly method) hstackarma_minus1() (statsmodels.tsa.varma_process.VarmaPoly method) Huber (class in statsmodels.robust.scale) hubers_scale (in module statsmodels.robust.scale) HuberScale (class in statsmodels.robust.scale) HuberT (class in statsmodels.robust.norms)

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) imse() (statsmodels.nonparametric.kernel_density.KDEMultivariate method) (statsmodels.nonparametric.kernel_density.KDEMultivariateConditional method) Independence (class in statsmodels.genmod.cov_struct) 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.tsa.vector_ar.var_model.VARResults method) information() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel 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.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.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.vector_ar.var_model.VAR method) initialize() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.base.model.Results method) (statsmodels.discrete.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.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.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.cov_struct.Autoregressive method) (statsmodels.genmod.cov_struct.CovStruct method) (statsmodels.genmod.cov_struct.Exchangeable method) (statsmodels.genmod.cov_struct.GlobalOddsRatio method) (statsmodels.genmod.cov_struct.Independence method) (statsmodels.genmod.cov_struct.Nested method) (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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.vector_ar.var_model.VAR method) insert() (statsmodels.iolib.table.SimpleTable method) insert_header_row() (statsmodels.iolib.table.SimpleTable method) insert_stubs() (statsmodels.iolib.table.SimpleTable method) interaction_plot() (in module statsmodels.graphics.factorplots) interval() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) invdnormalg (in module statsmodels.sandbox.distributions.transformed) inverse() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.probit method) inverse_deriv() (statsmodels.genmod.families.links.cauchy method) (statsmodels.genmod.families.links.CDFLink method) (statsmodels.genmod.families.links.CLogLog method) (statsmodels.genmod.families.links.Link method) (statsmodels.genmod.families.links.Log method) (statsmodels.genmod.families.links.Logit method) (statsmodels.genmod.families.links.NegativeBinomial method) (statsmodels.genmod.families.links.Power method) (statsmodels.genmod.families.links.identity method) (statsmodels.genmod.families.links.inverse_power method) (statsmodels.genmod.families.links.inverse_squared method) (statsmodels.genmod.families.links.nbinom method) (statsmodels.genmod.families.links.probit method) inverse_power (class in statsmodels.genmod.families.links)

inverse_squared (class in statsmodels.genmod.families.links) InverseGaussian (class in statsmodels.genmod.families.family) inverseminus() (statsmodels.sandbox.distributions.transformed.SquareFunc method) inverseplus() (statsmodels.sandbox.distributions.transformed.SquareFunc method) 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) irf_errband_mc() (statsmodels.tsa.vector_ar.var_model.VARResults method) irf_resim() (statsmodels.tsa.vector_ar.var_model.VARResults method) is_stable() (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) isestimable() (in module statsmodels.tools.tools) isf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) iter_subsets() (statsmodels.sandbox.stats.multicomp.StepDown method) 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.base.model.GenericLikelihoodModel method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) jac_error() (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) jac_func() (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) jacv() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin 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

KalmanFilter (class in statsmodels.tsa.kalmanf.kalmanfilter) KDEMultivariate (class in statsmodels.nonparametric.kernel_density) KDEMultivariateConditional (class in statsmodels.nonparametric.kernel_density) KDEUnivariate (class in statsmodels.nonparametric.kde)

KernelCensoredReg (class in statsmodels.nonparametric.kernel_regression) KernelReg (class in statsmodels.nonparametric.kernel_regression) 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) LeastSquares (class in statsmodels.robust.norms) levinson_durbin() (in module statsmodels.tsa.stattools) LikelihoodModel (class in statsmodels.base.model) LikelihoodModelResults (class in statsmodels.base.model) lillifors() (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) llf() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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.vector_ar.var_model.VARResults method) llnull() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) llr() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults 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.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults 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.NegativeBinomialResults method) lnalpha_std_err() (statsmodels.discrete.discrete_model.NegativeBinomialResults method) load() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults class method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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) load_pickle() (in module statsmodels.iolib.smpickle)

Log (class in statsmodels.genmod.families.links) logcdf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) loggammaexpg (in module statsmodels.sandbox.distributions.transformed) Logit (class in statsmodels.discrete.discrete_model) (class in statsmodels.genmod.families.links) LogitResults (class in statsmodels.discrete.discrete_model) loglike() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel 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.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.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.kalmanf.kalmanfilter.KalmanFilter class method) (statsmodels.tsa.vector_ar.var_model.VAR method) loglike_and_score() (statsmodels.discrete.discrete_model.MNLogit method) loglike_css() (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) loglike_kalman() (statsmodels.tsa.arima_model.ARIMA method) (statsmodels.tsa.arima_model.ARMA method) loglikeobs() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) lognormalg (in module statsmodels.sandbox.distributions.transformed) logpdf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) logsf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) LogTransf_gen (class in statsmodels.sandbox.distributions.transformed) long_run_effects() (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) loo_likelihood() (statsmodels.nonparametric.kernel_density.KDEMultivariate method) (statsmodels.nonparametric.kernel_density.KDEMultivariateConditional method) (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) lowess() (in module statsmodels.nonparametric.smoothers_lowess) lpol2index() (in module statsmodels.tsa.arima_process) lpol_fiar() (in module statsmodels.tsa.arima_process) lpol_fima() (in module statsmodels.tsa.arima_process) lpol_sdiff() (in module statsmodels.tsa.arima_process) lr_effect_cov() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) lr_effect_stderr() (statsmodels.tsa.vector_ar.irf.IRAnalysis method)

M

ma_rep() (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) mad() (in module statsmodels.robust.scale) mafreq() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) maparams() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) margeff() (statsmodels.discrete.discrete_model.MultinomialResults method) maroots() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults 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) mean() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.stats.weightstats.DescrStatsW method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) meanabs() (in module statsmodels.tools.eval_measures) median() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) median_test_ksample() (in module statsmodels.sandbox.stats.runs) medianabs() (in module statsmodels.tools.eval_measures) medianbias() (in module statsmodels.tools.eval_measures) miso_lfilter() (in module statsmodels.tsa.filters.filtertools) MixedLM (class in statsmodels.regression.mixed_linear_model) MixedLMResults (class in statsmodels.regression.mixed_linear_model) 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) momcond() (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) momcond_mean() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) moment() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) month_plot() (in module statsmodels.graphics.tsaplots) mosaic() (in module statsmodels.graphics.mosaicplot) movmean() (in module statsmodels.sandbox.tsa.movstat) movmoment() (in module statsmodels.sandbox.tsa.movstat) movorder() (in module statsmodels.sandbox.tsa.movstat) movvar() (in module statsmodels.sandbox.tsa.movstat) mse() (in module statsmodels.tools.eval_measures) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults method) mse_model() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) mse_resid() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) mse_total() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) MultiComparison (class in statsmodels.sandbox.stats.multicomp) MultinomialModel (class in statsmodels.discrete.discrete_model) MultinomialResults (class in statsmodels.discrete.discrete_model) multipletests() (in module statsmodels.sandbox.stats.multicomp) mv_mean_contour() (statsmodels.emplike.descriptive.DescStatMV 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) NegativeBinomial (class in statsmodels.discrete.discrete_model) (class in statsmodels.genmod.families.family) (class in statsmodels.genmod.families.links) NegativeBinomialResults (class in statsmodels.discrete.discrete_model) negsquarenormalg (in module statsmodels.sandbox.distributions.transformed) Nested (class in statsmodels.genmod.cov_struct) 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.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_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) normalized_cov_params() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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) NormExpan_gen (class in statsmodels.sandbox.distributions.extras) null() (statsmodels.genmod.generalized_linear_model.GLMResults method) null_deviance() (statsmodels.genmod.generalized_linear_model.GLMResults method)

O

observed_crude_oddsratio() (statsmodels.genmod.cov_struct.GlobalOddsRatio method) OLS (class in statsmodels.regression.linear_model) OLSInfluence (class in statsmodels.stats.outliers_influence) OLSResults (class in statsmodels.regression.linear_model)

omni_normtest() (in module statsmodels.stats.stattools) orth_ma_rep() (statsmodels.tsa.vector_ar.var_model.VARProcess method) (statsmodels.tsa.vector_ar.var_model.VARResults 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_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) params_not_obsi() (statsmodels.stats.outliers_influence.OLSInfluence method) params_sensitivity() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) pca() (in module statsmodels.sandbox.tools.tools_pca) pcasvd() (in module statsmodels.sandbox.tools.tools_pca) pdf() (statsmodels.discrete.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel 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.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.nonparametric.kernel_density.KDEMultivariate method) (statsmodels.nonparametric.kernel_density.KDEMultivariateConditional method) (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) pdf_moments() (in module statsmodels.sandbox.distributions.extras) pdf_moments_st() (in module statsmodels.sandbox.distributions.extras) pdf_mvsk() (in module statsmodels.sandbox.distributions.extras) pearson_chi2() (statsmodels.genmod.generalized_linear_model.GLMResults method) periodogram() (in module statsmodels.tsa.stattools) (statsmodels.sandbox.tsa.fftarma.ArmaFft method) (statsmodels.tsa.arima_process.ArmaProcess method) PHReg (class in statsmodels.duration.hazard_regression) PHRegResults (class in statsmodels.duration.hazard_regression) plot() (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_ccpr() (in module statsmodels.graphics.regressionplots) 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_fit() (in module statsmodels.graphics.regressionplots) plot_forecast() (statsmodels.tsa.vector_ar.dynamic.DynamicVAR method) (statsmodels.tsa.vector_ar.var_model.VARResults method) plot_isotropic_dependence() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) plot_leverage_resid2() (in module statsmodels.graphics.regressionplots) plot_pacf() (in module statsmodels.graphics.tsaplots) plot_partregress() (in module statsmodels.graphics.regressionplots) plot_power() (statsmodels.stats.power.FTestAnovaPower method) (statsmodels.stats.power.FTestPower method) (statsmodels.stats.power.GofChisquarePower method) (statsmodels.stats.power.NormalIndPower method) (statsmodels.stats.power.TTestIndPower method) (statsmodels.stats.power.TTestPower method) plot_predict() (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) plot_regress_exog() (in module statsmodels.graphics.regressionplots)

plot_sample_acorr() (statsmodels.tsa.vector_ar.var_model.VARResults 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) 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) power() (statsmodels.stats.power.FTestAnovaPower method) (statsmodels.stats.power.FTestPower method) (statsmodels.stats.power.GofChisquarePower method) (statsmodels.stats.power.NormalIndPower method) (statsmodels.stats.power.TTestIndPower method) (statsmodels.stats.power.TTestPower method) power_binom_tost() (in module statsmodels.stats.proportion) power_ztost_prop() (in module statsmodels.stats.proportion) powerdiscrepancy() (in module statsmodels.stats.gof) ppf() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) ppplot() (statsmodels.graphics.gofplots.ProbPlot method) pred_table() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) predict() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModel method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.base.model.Model method) (statsmodels.base.model.Results method) (statsmodels.discrete.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.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.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.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.generalized_estimating_equations.GEE method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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.vector_ar.var_model.VAR method) predict_distribution() (statsmodels.miscmodels.count.PoissonGMLE method) Probit (class in statsmodels.discrete.discrete_model) probit (class in statsmodels.genmod.families.links) ProbitResults (class in statsmodels.discrete.discrete_model) ProbPlot (class in statsmodels.graphics.gofplots) probplot() (statsmodels.graphics.gofplots.ProbPlot method) profile_re() (statsmodels.regression.mixed_linear_model.MixedLMResults method) 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.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) psi() (statsmodels.robust.norms.AndrewWave method) (statsmodels.robust.norms.Hampel method) (statsmodels.robust.norms.HuberT method) (statsmodels.robust.norms.LeastSquares method) (statsmodels.robust.norms.RamsayE method) (statsmodels.robust.norms.RobustNorm method) (statsmodels.robust.norms.TrimmedMean method) (statsmodels.robust.norms.TukeyBiweight method) psi_deriv() (statsmodels.robust.norms.AndrewWave method) (statsmodels.robust.norms.Hampel method) (statsmodels.robust.norms.HuberT method) (statsmodels.robust.norms.LeastSquares method) (statsmodels.robust.norms.RamsayE method) (statsmodels.robust.norms.RobustNorm method) (statsmodels.robust.norms.TrimmedMean method) (statsmodels.robust.norms.TukeyBiweight method) pvalues() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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.vector_ar.var_model.VARResults 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) qqline() (in module statsmodels.graphics.gofplots) qqplot() (in module statsmodels.graphics.gofplots) (statsmodels.graphics.gofplots.ProbPlot method)

qqplot_2samples() (in module statsmodels.graphics.gofplots) QuantReg (class in statsmodels.regression.quantile_regression) QuantRegResults (class in statsmodels.regression.quantile_regression) quarter_plot() (in module statsmodels.graphics.tsaplots)

R

R() (statsmodels.tsa.kalmanf.kalmanfilter.KalmanFilter class method) r2() (statsmodels.tsa.vector_ar.dynamic.DynamicVAR method) r_squared() (statsmodels.nonparametric.kernel_regression.KernelCensoredReg method) (statsmodels.nonparametric.kernel_regression.KernelReg method) rainbowplot() (in module statsmodels.graphics.functional) RamsayE (class in statsmodels.robust.norms) randmvn() (in module statsmodels.sandbox.stats.multicomp) random_effects() (statsmodels.regression.mixed_linear_model.MixedLMResults method) random_effects_cov() (statsmodels.regression.mixed_linear_model.MixedLMResults method) rank() (in module statsmodels.tools.tools) rankdata() (in module statsmodels.sandbox.stats.multicomp) recipr() (in module statsmodels.tools.tools) recipr0() (in module statsmodels.tools.tools) recursive_filter() (in module statsmodels.tsa.filters.filtertools) recursive_olsresiduals() (in module statsmodels.stats.diagnostic) 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) RegressionResults (class in statsmodels.regression.linear_model) rejectionline() (in module statsmodels.sandbox.stats.multicomp) remove() (statsmodels.iolib.table.SimpleTable method) remove_data() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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) reorder() (statsmodels.tsa.vector_ar.var_model.VARResults method) resid() (statsmodels.discrete.discrete_model.CountResults 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.quantile_regression.QuantRegResults 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.vector_ar.dynamic.DynamicVAR method) (statsmodels.tsa.vector_ar.var_model.VARResults method) resid_acorr() (statsmodels.tsa.vector_ar.var_model.VARResults method) resid_acov() (statsmodels.tsa.vector_ar.var_model.VARResults method) resid_anscombe() (statsmodels.genmod.families.family.Binomial method) (statsmodels.genmod.families.family.Family method) (statsmodels.genmod.families.family.Gamma method) (statsmodels.genmod.families.family.Gaussian method) (statsmodels.genmod.families.family.InverseGaussian method) (statsmodels.genmod.families.family.NegativeBinomial method) (statsmodels.genmod.families.family.Poisson method) (statsmodels.genmod.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) resid_deviance() (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.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) resid_press() (statsmodels.stats.outliers_influence.OLSInfluence method) resid_response() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) resid_split() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) resid_std() (statsmodels.stats.outliers_influence.OLSInfluence method) resid_studentized_external() (statsmodels.stats.outliers_influence.OLSInfluence method) resid_studentized_internal() (statsmodels.stats.outliers_influence.OLSInfluence method) resid_var() (statsmodels.stats.outliers_influence.OLSInfluence method) resid_working() (statsmodels.genmod.generalized_linear_model.GLMResults method) ResultMixin (class in statsmodels.base.model) Results (class in statsmodels.base.model) 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) RLM (class in statsmodels.robust.robust_linear_model) RLMResults (class in statsmodels.robust.robust_linear_model) rmse() (in module statsmodels.tools.eval_measures) robust_covariance() (statsmodels.duration.hazard_regression.PHReg method) RobustNorm (class in statsmodels.robust.norms) roots() (statsmodels.tsa.ar_model.ARResults method) (statsmodels.tsa.vector_ar.var_model.VARResults method) rsquared() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) rsquared_adj() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) run() (statsmodels.sandbox.stats.multicomp.StepDown method) (statsmodels.stats.diagnostic.CompareCox method) (statsmodels.stats.diagnostic.CompareJ method) (statsmodels.stats.diagnostic.HetGoldfeldQuandt method) runbasic() (statsmodels.sandbox.stats.multicomp.GroupsStats method) runbasic_old() (statsmodels.sandbox.stats.multicomp.GroupsStats method) Runs (class in statsmodels.sandbox.stats.runs) runs_test() (statsmodels.sandbox.stats.runs.Runs method) runstest_1samp() (in module statsmodels.sandbox.stats.runs) runstest_2samp() (in module statsmodels.sandbox.stats.runs) rvs() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method)

S

sample_acorr() (statsmodels.tsa.vector_ar.var_model.VARResults method) sample_acov() (statsmodels.tsa.vector_ar.var_model.VARResults method) sample_percentiles() (statsmodels.graphics.gofplots.ProbPlot method) sample_quantiles() (statsmodels.graphics.gofplots.ProbPlot method) samplesize_confint_proportion() (in module statsmodels.stats.proportion) save() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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) 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.discrete_model.BinaryModel method) (statsmodels.discrete.discrete_model.CountModel method) (statsmodels.discrete.discrete_model.DiscreteModel 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.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) (statsmodels.regression.linear_model.GLS method) (statsmodels.regression.linear_model.GLSAR method) (statsmodels.regression.linear_model.OLS method) (statsmodels.regression.linear_model.WLS method) (statsmodels.regression.mixed_linear_model.MixedLM method) (statsmodels.regression.quantile_regression.QuantReg method) (statsmodels.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.vector_ar.var_model.VAR method) score_cu() (statsmodels.sandbox.regression.gmm.GMM method) (statsmodels.sandbox.regression.gmm.IVGMM method) (statsmodels.sandbox.regression.gmm.LinearIVGMM method) (statsmodels.sandbox.regression.gmm.NonlinearIVGMM method) score_factor() (statsmodels.genmod.generalized_linear_model.GLM method) score_full() (statsmodels.regression.mixed_linear_model.MixedLM method) score_obs() (statsmodels.base.model.GenericLikelihoodModel method) (statsmodels.discrete.discrete_model.Logit method) (statsmodels.discrete.discrete_model.MNLogit method) (statsmodels.discrete.discrete_model.NegativeBinomial method) (statsmodels.discrete.discrete_model.Poisson method) (statsmodels.discrete.discrete_model.Probit method) (statsmodels.genmod.generalized_linear_model.GLM method) (statsmodels.miscmodels.count.PoissonGMLE method) (statsmodels.miscmodels.count.PoissonOffsetGMLE method) (statsmodels.miscmodels.count.PoissonZiGMLE method) (statsmodels.miscmodels.tmodel.TLinearModel method) score_obsv() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.ResultMixin method) score_residuals() (statsmodels.duration.hazard_regression.PHReg method) (statsmodels.duration.hazard_regression.PHRegResults method) score_sqrt() (statsmodels.regression.mixed_linear_model.MixedLM method) score_test() (statsmodels.genmod.generalized_linear_model.GLM method) se_cov() (in module statsmodels.stats.moment_helpers) (in module statsmodels.stats.sandwich_covariance) select_bandwidth() (in module statsmodels.nonparametric.bandwidths) select_order() (statsmodels.tsa.ar_model.AR method) (statsmodels.tsa.vector_ar.var_model.VAR method) Sem2SLS (class in statsmodels.sandbox.sysreg) sensitivity_params() (statsmodels.genmod.generalized_estimating_equations.GEEResults method) set_partition() (in module statsmodels.sandbox.stats.multicomp) set_remove_subs() (in module statsmodels.sandbox.stats.multicomp) sf() (statsmodels.nonparametric.kde.KDEUnivariate method) (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) 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) SimpleTable (class in statsmodels.iolib.table) skewnorm2 (in module statsmodels.sandbox.distributions.extras) SkewNorm2_gen (class in statsmodels.sandbox.distributions.extras) SkewNorm_gen (class in statsmodels.sandbox.distributions.extras) 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) 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) 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.sandbox.regression.gmm.IVGMMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) stacksquare() (statsmodels.tsa.varma_process.VarmaPoly method) stand_mad() (in module statsmodels.robust.scale) standard_errors() (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) 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) starting_values() (statsmodels.regression.mixed_linear_model.MixedLM method) StataReader (class in statsmodels.iolib.foreign) StataWriter (class in statsmodels.iolib.foreign) stats() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) statsmodels.graphics (module) std() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.stats.weightstats.DescrStatsW method) std_ddof() (statsmodels.stats.weightstats.DescrStatsW method) std_mean() (statsmodels.stats.weightstats.DescrStatsW method) std_meandiff_pooledvar() (statsmodels.stats.weightstats.CompareMeans method) std_meandiff_separatevar() (statsmodels.stats.weightstats.CompareMeans method) stde() (in module statsmodels.tools.eval_measures) stderr() (statsmodels.tsa.vector_ar.irf.IRAnalysis method) (statsmodels.tsa.vector_ar.var_model.VARResults method) steepest_ascent() (statsmodels.regression.mixed_linear_model.MixedLM method) StepDown (class in statsmodels.sandbox.stats.multicomp) stepdown() (statsmodels.sandbox.stats.multicomp.StepDown method) StepFunction (class in statsmodels.distributions.empirical_distribution) sum() (statsmodels.stats.weightstats.DescrStatsW method) sum_weights() (statsmodels.stats.weightstats.DescrStatsW method) Summary (class in statsmodels.iolib.summary) (class in statsmodels.iolib.summary2) summary() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.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.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.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.contrast.ContrastResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) (statsmodels.tsa.vector_ar.var_model.FEVD method) (statsmodels.tsa.vector_ar.var_model.VARResults method) summary2() (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.robust.robust_linear_model.RLMResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) (statsmodels.tsa.arima_model.ARIMAResults method) (statsmodels.tsa.arima_model.ARMAResults method) summary_frame() (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.stats.contrast.ContrastResults method) (statsmodels.stats.outliers_influence.OLSInfluence method) summary_table() (statsmodels.stats.outliers_influence.OLSInfluence method) sumsquares() (statsmodels.stats.weightstats.DescrStatsW method) SUR (class in statsmodels.sandbox.sysreg) symmetry_bowker() (in module statsmodels.sandbox.stats.runs)

T

T() (statsmodels.tsa.kalmanf.kalmanfilter.KalmanFilter class method) (statsmodels.tsa.vector_ar.dynamic.DynamicVAR method) t_test() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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) 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_joint_skew_kurt() (statsmodels.emplike.descriptive.DescStatUV method) test_kurt() (statsmodels.emplike.descriptive.DescStatUV method) test_mean() (statsmodels.emplike.descriptive.DescStatUV method) test_normality() (statsmodels.tsa.vector_ar.var_model.VARResults 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) theoretical_percentiles() (statsmodels.graphics.gofplots.ProbPlot method) theoretical_quantiles() (statsmodels.graphics.gofplots.ProbPlot method) tiecorrect() (in module statsmodels.sandbox.stats.multicomp) TLinearModel (class in statsmodels.miscmodels.tmodel)

to_table() (in module statsmodels.stats.inter_rater) Transf_gen (class in statsmodels.sandbox.distributions.transformed) TransfTwo_gen (class in statsmodels.sandbox.distributions.transformed) TrimmedMean (class in statsmodels.robust.norms) tt_ind_solve_power (in module statsmodels.stats.power) tt_solve_power (in module statsmodels.stats.power) ttest_ind() (in module statsmodels.stats.weightstats) (statsmodels.stats.weightstats.CompareMeans method) ttest_mean() (statsmodels.stats.weightstats.DescrStatsW method) TTestIndPower (class in statsmodels.stats.power) TTestPower (class in statsmodels.stats.power) ttost_ind() (in module statsmodels.stats.weightstats) (statsmodels.stats.weightstats.CompareMeans method) ttost_mean() (statsmodels.stats.weightstats.DescrStatsW method) ttost_paired() (in module statsmodels.stats.weightstats) TukeyBiweight (class in statsmodels.robust.norms) tukeyhsd() (statsmodels.sandbox.stats.multicomp.MultiComparison method) TukeyHSDResults (class in statsmodels.sandbox.stats.multicomp) tvalues() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEMargins method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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.vector_ar.var_model.VARResults method)

U

uncentered_tss() (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.sandbox.regression.gmm.IVRegressionResults method) unitroot_adf() (in module statsmodels.stats.diagnostic) unsqueeze() (in module statsmodels.tools.tools)

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) update_cached_means() (statsmodels.genmod.generalized_estimating_equations.GEE method)

V

VAR (class in statsmodels.tsa.vector_ar.var_model) var() (statsmodels.sandbox.distributions.extras.ACSkewT_gen method) (statsmodels.sandbox.distributions.extras.NormExpan_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm2_gen method) (statsmodels.sandbox.distributions.extras.SkewNorm_gen method) (statsmodels.sandbox.distributions.transformed.ExpTransf_gen method) (statsmodels.sandbox.distributions.transformed.LogTransf_gen method) (statsmodels.sandbox.distributions.transformed.TransfTwo_gen method) (statsmodels.sandbox.distributions.transformed.Transf_gen method) (statsmodels.stats.weightstats.DescrStatsW method) var_ddof() (statsmodels.stats.weightstats.DescrStatsW method) 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_inflation_factor() (in module statsmodels.stats.outliers_influence) VarmaPoly (class in statsmodels.tsa.varma_process) VARProcess (class in statsmodels.tsa.vector_ar.var_model) VARResults (class in statsmodels.tsa.vector_ar.var_model) violinplot() (in module statsmodels.graphics.boxplots) vstack() (statsmodels.tsa.varma_process.VarmaPoly method) vstackarma_minus1() (statsmodels.tsa.varma_process.VarmaPoly method)

W

wald_test() (statsmodels.base.model.GenericLikelihoodModelResults method) (statsmodels.base.model.LikelihoodModelResults method) (statsmodels.discrete.discrete_model.BinaryResults method) (statsmodels.discrete.discrete_model.CountResults method) (statsmodels.discrete.discrete_model.DiscreteResults method) (statsmodels.discrete.discrete_model.LogitResults method) (statsmodels.discrete.discrete_model.MultinomialResults method) (statsmodels.discrete.discrete_model.NegativeBinomialResults method) (statsmodels.discrete.discrete_model.ProbitResults method) (statsmodels.duration.hazard_regression.PHRegResults method) (statsmodels.genmod.generalized_estimating_equations.GEEResults method) (statsmodels.genmod.generalized_linear_model.GLMResults method) (statsmodels.regression.linear_model.OLSResults method) (statsmodels.regression.linear_model.RegressionResults method) (statsmodels.regression.mixed_linear_model.MixedLMResults method) (statsmodels.regression.quantile_regression.QuantRegResults method) (statsmodels.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) 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.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.SUR method) (statsmodels.sandbox.sysreg.Sem2SLS method) 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

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) 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)