Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ __init__() (pystatistics.gam.GAMSolution method) (pystatistics.gam.SmoothTerm method) (pystatistics.multinomial.MultinomialSolution method) _level_names (pystatistics.ordinal.OrdinalSolution attribute) _names (pystatistics.ordinal.OrdinalSolution attribute) _result (pystatistics.multinomial.MultinomialSolution attribute) (pystatistics.ordinal.OrdinalSolution attribute) A acf (pystatistics.timeseries.ACFSolution attribute) (pystatistics.timeseries.ACFSolution property) acf() (in module pystatistics.timeseries) ACFSolution (class in pystatistics.timeseries) adf_test() (in module pystatistics.timeseries) adjusted_r_squared (pystatistics.regression.LinearSolution property) (pystatistics.regression.SimpleOLSResult attribute), [1] aic (pystatistics.gam.GAMSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.mvnmle.MVNSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ETSSolution property) aic() (pystatistics.regression.Family method) (pystatistics.regression.Gamma method) (pystatistics.regression.Gaussian method) (pystatistics.regression.InverseGaussian method) (pystatistics.regression.QuasiBinomial method) (pystatistics.regression.QuasiPoisson method) aicc (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ETSSolution property) alpha (pystatistics.mvnmle.MCARTestSolution attribute) (pystatistics.timeseries.ETSSolution property) alternative (pystatistics.hypothesis.HTestSolution property) (pystatistics.hypothesis.HypothesisDesign property) (pystatistics.timeseries.StationaritySolution attribute) (pystatistics.timeseries.StationaritySolution property) analyze_patterns() (in module pystatistics.mvnmle) anova() (in module pystatistics.anova) anova_oneway() (in module pystatistics.anova) anova_posthoc() (in module pystatistics.anova) anova_rm() (in module pystatistics.anova) AnovaRMSolution (class in pystatistics.anova) AnovaSolution (class in pystatistics.anova) ar (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution attribute) (pystatistics.timeseries.ARMABatchSolution property) arima() (in module pystatistics.timeseries) arima_batch() (in module pystatistics.timeseries) ARIMAForecast (class in pystatistics.timeseries) ARIMASolution (class in pystatistics.timeseries) ARMABatchSolution (class in pystatistics.timeseries) assign (pystatistics.regression.Design property) auto_arima() (in module pystatistics.timeseries) AutoARIMASolution (class in pystatistics.timeseries) B backend_name (pystatistics.anova.AnovaSolution property) (pystatistics.core.Result attribute), [1] (pystatistics.descriptive.DescriptiveSolution property) (pystatistics.gam.GAMSolution property) (pystatistics.hypothesis.HTestSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.multivariate.FactorSolution property) (pystatistics.multivariate.PCASolution property) (pystatistics.mvnmle.MVNSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) (pystatistics.survival.KMSolution property) (pystatistics.survival.LogRankSolution property) (pystatistics.timeseries.ACFSolution property) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution property) (pystatistics.timeseries.AutoARIMASolution property) (pystatistics.timeseries.DecompositionSolution property) (pystatistics.timeseries.ETSSolution property) (pystatistics.timeseries.StationaritySolution property) baseline_hazard (pystatistics.survival.DiscreteTimeSolution property) basis_type (pystatistics.gam.SmoothInfo attribute), [1] best_aic (pystatistics.timeseries.AutoARIMASolution attribute) (pystatistics.timeseries.AutoARIMASolution property) best_model (pystatistics.timeseries.AutoARIMASolution attribute) (pystatistics.timeseries.AutoARIMASolution property) best_order (pystatistics.timeseries.AutoARIMASolution attribute) (pystatistics.timeseries.AutoARIMASolution property) best_seasonal (pystatistics.timeseries.AutoARIMASolution attribute) (pystatistics.timeseries.AutoARIMASolution property) beta (pystatistics.timeseries.ETSSolution property) bic (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.mvnmle.MVNSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ETSSolution property) Binomial (class in pystatistics.regression) boot() (in module pystatistics.montecarlo) boot_ci() (in module pystatistics.montecarlo) bs (pystatistics.gam.SmoothTerm attribute), [1] bss (pystatistics.gam.TensorSmooth attribute), [1] build() (pystatistics.core.DataSource class method), [1] (pystatistics.regression.DataSource class method) by (pystatistics.gam.SmoothTerm attribute) by_type (pystatistics.gam.SmoothTerm attribute) C C (class in pystatistics.regression) category_names (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) center (pystatistics.multivariate.PCASolution property) chi_sq (pystatistics.gam.SmoothInfo attribute), [1] (pystatistics.multivariate.FactorSolution property) chisq (pystatistics.survival.CoxZphSolution property) chisq_test() (in module pystatistics.hypothesis) ci_lower (pystatistics.survival.KMSolution property) (pystatistics.timeseries.ACFSolution attribute) (pystatistics.timeseries.ACFSolution property) ci_upper (pystatistics.survival.KMSolution property) (pystatistics.timeseries.ACFSolution attribute) (pystatistics.timeseries.ACFSolution property) coef (pystatistics.gam.GAMSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) coef_indices (pystatistics.gam.SmoothInfo attribute), [1] coefficient_matrix (pystatistics.multinomial.MultinomialSolution property) coefficients (pystatistics.gam.GAMSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) columns (pystatistics.descriptive.DescriptiveDesign property) (pystatistics.descriptive.DescriptiveSolution property) communalities (pystatistics.multivariate.FactorSolution property) compare() (pystatistics.mixed.LMMSolution method) comparisons (pystatistics.anova.PostHocSolution property) complete_cases (pystatistics.mvnmle.PatternSummary attribute) complete_cases_percent (pystatistics.mvnmle.PatternSummary attribute) compute_conf_int (pystatistics.hypothesis.HypothesisDesign property) compute_wilcox_ci (pystatistics.hypothesis.HypothesisDesign property) concordance (pystatistics.survival.CoxSolution property) condition_number (pystatistics.core.SingularMatrixError attribute) conf_int (pystatistics.gam.GAMSolution property) (pystatistics.hypothesis.HTestSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) (pystatistics.survival.KMSolution property) conf_level (pystatistics.anova.PostHocSolution property) (pystatistics.hypothesis.HTestSolution property) (pystatistics.hypothesis.HypothesisDesign property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) (pystatistics.survival.KMSolution property) (pystatistics.timeseries.ACFSolution attribute) (pystatistics.timeseries.ACFSolution property) conf_type (pystatistics.survival.KMSolution property) converged (pystatistics.gam.GAMSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.multivariate.FactorSolution property) (pystatistics.mvnmle.MVNSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution attribute) (pystatistics.timeseries.ARMABatchSolution property) (pystatistics.timeseries.ETSSolution property) convergence_warnings (pystatistics.mvnmle.MCARTestSolution attribute) ConvergenceError cooks_distance (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) cor() (in module pystatistics.descriptive) correct (pystatistics.hypothesis.HypothesisDesign property) correction (pystatistics.anova.AnovaRMSolution property) correlation_kendall (pystatistics.descriptive.DescriptiveSolution property) correlation_matrix (pystatistics.descriptive.DescriptiveSolution property) (pystatistics.mvnmle.MVNSolution property) correlation_pearson (pystatistics.descriptive.DescriptiveSolution property) correlation_spearman (pystatistics.descriptive.DescriptiveSolution property) cov() (in module pystatistics.descriptive) covariance (pystatistics.gam.GAMSolution property) covariance_matrix (pystatistics.descriptive.DescriptiveSolution property) cox_zph() (in module pystatistics.survival) coxph() (in module pystatistics.survival) CoxSolution (class in pystatistics.survival) CoxZphSolution (class in pystatistics.survival) critical_values (pystatistics.timeseries.StationaritySolution attribute) (pystatistics.timeseries.StationaritySolution property) cumulative_variance_ratio (pystatistics.multivariate.PCASolution property) curves (pystatistics.survival.StratifiedKMSolution property) D damped (pystatistics.timeseries.ETSSpec attribute), [1] data (pystatistics.descriptive.DescriptiveDesign property) (pystatistics.mvnmle.MVNDesign property) (pystatistics.mvnmle.PatternInfo attribute) data_name (pystatistics.hypothesis.HTestSolution property) (pystatistics.hypothesis.HypothesisDesign property) DataSource (class in pystatistics.core), [1] (class in pystatistics.regression) decompose() (in module pystatistics.timeseries) DecompositionSolution (class in pystatistics.timeseries) describe() (in module pystatistics.descriptive) DescriptiveDesign (class in pystatistics.descriptive) DescriptiveSolution (class in pystatistics.descriptive) Design (class in pystatistics.regression) deviance (pystatistics.gam.GAMSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) deviance() (pystatistics.regression.Binomial method) (pystatistics.regression.Family method) (pystatistics.regression.Gamma method) (pystatistics.regression.Gaussian method) (pystatistics.regression.InverseGaussian method) (pystatistics.regression.NegativeBinomial method) (pystatistics.regression.Poisson method) deviance_explained (pystatistics.gam.GAMSolution property) deviance_table() (in module pystatistics.regression) DevianceTable (class in pystatistics.regression) device (pystatistics.core.DataSource property), [1] (pystatistics.multivariate.PCASolution property) (pystatistics.regression.DataSource property) df (pystatistics.mvnmle.MCARTestSolution attribute) (pystatistics.survival.CoxZphSolution property) (pystatistics.survival.LogRankSolution property) df_between (pystatistics.anova.LeveneSolution property) df_null (pystatistics.regression.GLMSolution property) df_residual (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) df_satterthwaite (pystatistics.mixed.LMMSolution property) df_within (pystatistics.anova.LeveneSolution property) diff() (in module pystatistics.timeseries) DimensionError discrete_time() (in module pystatistics.survival) DiscreteTimeSolution (class in pystatistics.survival) dispersion (pystatistics.regression.GLMSolution property) dispersion_estimator (pystatistics.regression.Family property) (pystatistics.regression.InverseGaussian property) (pystatistics.regression.QuasiBinomial property) (pystatistics.regression.QuasiPoisson property) dispersion_is_fixed (pystatistics.regression.Binomial property) (pystatistics.regression.Family property) (pystatistics.regression.Gamma property) (pystatistics.regression.Gaussian property) (pystatistics.regression.InverseGaussian property) (pystatistics.regression.NegativeBinomial property) (pystatistics.regression.Poisson property) (pystatistics.regression.QuasiBinomial property) (pystatistics.regression.QuasiPoisson property) dist_params (pystatistics.hypothesis.HypothesisDesign property) distribution (pystatistics.hypothesis.HypothesisDesign property) dof (pystatistics.multivariate.FactorSolution property) drop1() (in module pystatistics.regression) E edf (pystatistics.gam.GAMSolution property) (pystatistics.gam.SmoothInfo attribute), [1] error (pystatistics.timeseries.ETSSpec attribute), [1] estimate (pystatistics.hypothesis.HTestSolution property) eta_squared (pystatistics.anova.AnovaRMSolution property) (pystatistics.anova.AnovaSolution property) ets() (in module pystatistics.timeseries) ETSForecast (class in pystatistics.timeseries) ETSSolution (class in pystatistics.timeseries) ETSSpec (class in pystatistics.timeseries) exact (pystatistics.hypothesis.HypothesisDesign property) expected (pystatistics.hypothesis.HTestSolution property) (pystatistics.survival.LogRankSolution property) expected_probs (pystatistics.hypothesis.HypothesisDesign property) expected_rank (pystatistics.core.SingularMatrixError attribute) explained_variance_ratio (pystatistics.multivariate.PCASolution property) extras (pystatistics.hypothesis.HTestSolution property) F f_value (pystatistics.anova.LeveneSolution property) factor (pystatistics.anova.PostHocSolution property) factor_analysis() (in module pystatistics.multivariate) FactorSolution (class in pystatistics.multivariate) Family (class in pystatistics.regression) family_name (pystatistics.regression.GLMSolution property) feature_names (pystatistics.multinomial.MultinomialSolution property) final_change (pystatistics.core.ConvergenceError attribute) fisher_test() (in module pystatistics.hypothesis) fit() (in module pystatistics.regression) fitted (pystatistics.timeseries.ETSForecast attribute), [1] fitted_probs (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) fitted_values (pystatistics.gam.GAMSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ETSSolution property) fixef (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.LMMSolution property) for_chisq_test() (pystatistics.hypothesis.HypothesisDesign class method) for_fisher_test() (pystatistics.hypothesis.HypothesisDesign class method) for_ks_test() (pystatistics.hypothesis.HypothesisDesign class method) for_prop_test() (pystatistics.hypothesis.HypothesisDesign class method) for_t_test() (pystatistics.hypothesis.HypothesisDesign class method) for_var_test() (pystatistics.hypothesis.HypothesisDesign class method) for_wilcox_test() (pystatistics.hypothesis.HypothesisDesign class method) forecast_arima() (in module pystatistics.timeseries) forecast_ets() (in module pystatistics.timeseries) from_array() (pystatistics.descriptive.DescriptiveDesign class method) (pystatistics.mvnmle.MVNDesign class method) from_arrays() (pystatistics.core.DataSource class method), [1] (pystatistics.regression.DataSource class method) (pystatistics.regression.Design class method) from_dataframe() (pystatistics.core.DataSource class method), [1] (pystatistics.regression.DataSource class method) from_datasource() (pystatistics.descriptive.DescriptiveDesign class method) (pystatistics.mvnmle.MVNDesign class method) (pystatistics.regression.Design class method) from_file() (pystatistics.core.DataSource class method), [1] (pystatistics.regression.DataSource class method) from_tensors() (pystatistics.core.DataSource class method), [1] (pystatistics.regression.DataSource class method) G gam() (in module pystatistics.gam) Gamma (class in pystatistics.regression) gamma (pystatistics.timeseries.ETSSolution property) GAMSolution (class in pystatistics.gam) Gaussian (class in pystatistics.regression) gcv (pystatistics.gam.GAMSolution property) genetic_values (pystatistics.mixed.GRMSolution property) glm_aic (pystatistics.survival.DiscreteTimeSolution property) glm_deviance (pystatistics.survival.DiscreteTimeSolution property) glmm() (in module pystatistics.mixed) GLMMSolution (class in pystatistics.mixed) GLMSolution (class in pystatistics.regression) gradient_norm (pystatistics.mvnmle.MVNSolution property) grand_mean (pystatistics.anova.AnovaSolution property) grm_lmm() (in module pystatistics.mixed) GRMSolution (class in pystatistics.mixed) group_labels (pystatistics.survival.LogRankSolution property) group_means (pystatistics.anova.AnovaSolution property) group_vars (pystatistics.anova.LeveneSolution property) H has_missing (pystatistics.descriptive.DescriptiveDesign property) (pystatistics.mvnmle.MVNDesign property) has_warning() (pystatistics.core.Result method) hat_values (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) hazard_ratios (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) heritability (pystatistics.mixed.GRMSolution property) hr (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) HTestSolution (class in pystatistics.hypothesis) HypothesisDesign (class in pystatistics.hypothesis) I icc (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.LMMSolution property) include_drift (pystatistics.timeseries.ARIMASolution property) info (pystatistics.anova.AnovaRMSolution property) (pystatistics.anova.AnovaSolution property) (pystatistics.core.Result attribute), [1] (pystatistics.descriptive.DescriptiveSolution property) (pystatistics.hypothesis.HTestSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.multivariate.FactorSolution property) (pystatistics.multivariate.PCASolution property) (pystatistics.mvnmle.MVNSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.timeseries.ACFSolution property) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution property) (pystatistics.timeseries.AutoARIMASolution property) (pystatistics.timeseries.DecompositionSolution property) (pystatistics.timeseries.ETSSolution property) (pystatistics.timeseries.StationaritySolution property) init_level (pystatistics.timeseries.ETSSolution property) init_season (pystatistics.timeseries.ETSSolution property) init_trend (pystatistics.timeseries.ETSSolution property) initialize() (pystatistics.regression.Binomial method) (pystatistics.regression.Family method) (pystatistics.regression.Gamma method) (pystatistics.regression.Gaussian method) (pystatistics.regression.InverseGaussian method) (pystatistics.regression.NegativeBinomial method) (pystatistics.regression.Poisson method) interaction (pystatistics.gam.TensorSmooth attribute), [1] intercept (pystatistics.regression.SimpleOLSResult attribute), [1] interval_labels (pystatistics.survival.DiscreteTimeSolution property) InverseGaussian (class in pystatistics.regression) is_monotone() (in module pystatistics.mvnmle) is_singular (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.LMMSolution property) iterations (pystatistics.core.ConvergenceError attribute) K k (pystatistics.gam.SmoothInfo attribute), [1] (pystatistics.gam.SmoothTerm attribute), [1] kaplan_meier() (in module pystatistics.survival) keys() (pystatistics.core.DataSource method), [1] (pystatistics.regression.DataSource method) kind (pystatistics.regression.DevianceTable attribute) (pystatistics.timeseries.ACFSolution attribute) (pystatistics.timeseries.ACFSolution property) (pystatistics.timeseries.DecompositionSolution attribute) (pystatistics.timeseries.DecompositionSolution property) KMSolution (class in pystatistics.survival) kpss_test() (in module pystatistics.timeseries) ks (pystatistics.gam.TensorSmooth attribute), [1] ks_test() (in module pystatistics.hypothesis) kurtosis (pystatistics.descriptive.DescriptiveSolution property) L label (pystatistics.gam.TensorSmooth property) lags (pystatistics.timeseries.ACFSolution attribute) (pystatistics.timeseries.ACFSolution property) lambdas (pystatistics.gam.GAMSolution property) (pystatistics.gam.SmoothInfo attribute), [1] levene_test() (in module pystatistics.anova) LeveneSolution (class in pystatistics.anova) linear_predictor (pystatistics.mixed.GLMMSolution property) (pystatistics.regression.GLMSolution property) LinearSolution (class in pystatistics.regression) link (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.Family property) link_name (pystatistics.regression.GLMSolution property) little_mcar_test() (in module pystatistics.mvnmle) lmm() (in module pystatistics.mixed) LMMSolution (class in pystatistics.mixed) loadings (pystatistics.multivariate.FactorSolution property) location (pystatistics.anova.LeveneSolution property) log_likelihood (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ETSSolution property) log_likelihood() (pystatistics.regression.Binomial method) (pystatistics.regression.Family method) (pystatistics.regression.Gamma method) (pystatistics.regression.Gaussian method) (pystatistics.regression.InverseGaussian method) (pystatistics.regression.NegativeBinomial method) (pystatistics.regression.Poisson method) (pystatistics.regression.QuasiBinomial method) (pystatistics.regression.QuasiPoisson method) loglik (pystatistics.mvnmle.MVNSolution property) (pystatistics.survival.CoxSolution property) LogRankSolution (class in pystatistics.survival) lower (pystatistics.timeseries.ARIMAForecast attribute), [1] (pystatistics.timeseries.ETSForecast attribute), [1] M ma (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution attribute) (pystatistics.timeseries.ARMABatchSolution property) mae (pystatistics.timeseries.ETSSolution property) matrix_name (pystatistics.core.NotPositiveDefiniteError attribute) (pystatistics.core.SingularMatrixError attribute) MCARTestSolution (class in pystatistics.mvnmle) mean (pystatistics.descriptive.DescriptiveSolution property) (pystatistics.timeseries.ARIMAForecast attribute), [1] (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution attribute) (pystatistics.timeseries.ARMABatchSolution property) (pystatistics.timeseries.ETSForecast attribute), [1] median_survival (pystatistics.survival.KMSolution property) metadata (pystatistics.core.DataSource property), [1] (pystatistics.regression.DataSource property) method (pystatistics.anova.PostHocSolution property) (pystatistics.hypothesis.HTestSolution property) (pystatistics.multivariate.FactorSolution property) (pystatistics.mvnmle.MCARTestSolution attribute) (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution attribute) (pystatistics.timeseries.ARMABatchSolution property) (pystatistics.timeseries.DecompositionSolution attribute) (pystatistics.timeseries.DecompositionSolution property) (pystatistics.timeseries.StationaritySolution attribute) (pystatistics.timeseries.StationaritySolution property) min_eigenvalue (pystatistics.core.NotPositiveDefiniteError attribute) missing_indices (pystatistics.mvnmle.PatternInfo attribute) missing_rate (pystatistics.mvnmle.MVNDesign property) ml_cov (pystatistics.mvnmle.MCARTestSolution attribute) ml_mean (pystatistics.mvnmle.MCARTestSolution attribute) mlest() (in module pystatistics.mvnmle) mlest_monotone_closed_form() (in module pystatistics.mvnmle) model (pystatistics.timeseries.ETSForecast attribute), [1] models_fitted (pystatistics.timeseries.AutoARIMASolution attribute) (pystatistics.timeseries.AutoARIMASolution property) module pystatistics.anova pystatistics.core pystatistics.descriptive pystatistics.gam pystatistics.hypothesis pystatistics.mixed pystatistics.montecarlo pystatistics.multinomial pystatistics.multivariate pystatistics.mvnmle pystatistics.ordinal pystatistics.regression pystatistics.survival pystatistics.timeseries monotone_permutation() (in module pystatistics.mvnmle) most_common_pattern (pystatistics.mvnmle.PatternSummary attribute) mse (pystatistics.timeseries.ETSSolution property) mu (pystatistics.hypothesis.HypothesisDesign property) muhat (pystatistics.mvnmle.MVNSolution property) multinom() (in module pystatistics.multinomial) MultinomialSolution (class in pystatistics.multinomial) MVNDesign (class in pystatistics.mvnmle) MVNSolution (class in pystatistics.mvnmle) N n (pystatistics.descriptive.DescriptiveDesign property) (pystatistics.mvnmle.MVNDesign property) (pystatistics.regression.Design property) (pystatistics.regression.SimpleOLSResult attribute), [1] n_ahead (pystatistics.timeseries.ARIMAForecast attribute), [1] (pystatistics.timeseries.ETSForecast attribute), [1] n_cases (pystatistics.mvnmle.PatternInfo attribute) n_censored (pystatistics.survival.KMSolution property) n_classes (pystatistics.multinomial.MultinomialSolution property) n_complete (pystatistics.descriptive.DescriptiveSolution property) n_events (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) (pystatistics.survival.KMSolution property) n_events_total (pystatistics.survival.KMSolution property) n_factors (pystatistics.multivariate.FactorSolution property) n_groups (pystatistics.survival.LogRankSolution property) n_ic_dispersion_params (pystatistics.regression.Family property) (pystatistics.regression.Gamma property) (pystatistics.regression.Gaussian property) (pystatistics.regression.InverseGaussian property) n_intervals (pystatistics.survival.DiscreteTimeSolution property) n_iter (pystatistics.gam.GAMSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.multivariate.FactorSolution property) (pystatistics.mvnmle.MVNSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution attribute) (pystatistics.timeseries.ARMABatchSolution property) n_lags (pystatistics.timeseries.StationaritySolution attribute) (pystatistics.timeseries.StationaritySolution property) n_missing (pystatistics.descriptive.DescriptiveDesign property) (pystatistics.mvnmle.MVNDesign property) (pystatistics.mvnmle.PatternInfo property) n_obs (pystatistics.anova.AnovaRMSolution property) (pystatistics.anova.AnovaSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.multivariate.FactorSolution property) (pystatistics.multivariate.PCASolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.timeseries.ACFSolution attribute) (pystatistics.timeseries.ACFSolution property) (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ETSSolution property) (pystatistics.timeseries.StationaritySolution attribute) (pystatistics.timeseries.StationaritySolution property) n_observations (pystatistics.core.DataSource property), [1] (pystatistics.regression.DataSource property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) (pystatistics.survival.KMSolution property) n_observed (pystatistics.mvnmle.PatternInfo property) n_params (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ETSSolution property) (pystatistics.timeseries.ETSSpec property) n_patterns (pystatistics.mvnmle.MCARTestSolution attribute) (pystatistics.mvnmle.PatternSummary attribute) n_patterns_used (pystatistics.mvnmle.MCARTestSolution attribute) n_per_group (pystatistics.survival.LogRankSolution property) n_resamples (pystatistics.hypothesis.HypothesisDesign property) n_risk (pystatistics.survival.KMSolution property) n_series (pystatistics.timeseries.ARMABatchSolution attribute) (pystatistics.timeseries.ARMABatchSolution property) n_states (pystatistics.timeseries.ETSSpec property) n_strata (pystatistics.survival.CoxSolution property) (pystatistics.survival.StratifiedKMSolution property) n_subjects (pystatistics.anova.AnovaRMSolution property) n_trials (pystatistics.hypothesis.HypothesisDesign property) n_used (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution attribute) (pystatistics.timeseries.ARMABatchSolution property) n_vars (pystatistics.multivariate.FactorSolution property) (pystatistics.multivariate.PCASolution property) naive_standard_errors (pystatistics.survival.CoxSolution property) name (pystatistics.regression.Binomial property) (pystatistics.regression.C attribute) (pystatistics.regression.Family property) (pystatistics.regression.Gamma property) (pystatistics.regression.Gaussian property) (pystatistics.regression.InverseGaussian property) (pystatistics.regression.NegativeBinomial property) (pystatistics.regression.Poisson property) (pystatistics.regression.QuasiBinomial property) (pystatistics.regression.QuasiPoisson property) (pystatistics.timeseries.ETSSpec property) names (pystatistics.regression.Design property) ndiffs() (in module pystatistics.timeseries) NegativeBinomial (class in pystatistics.regression) NotPositiveDefiniteError null_deviance (pystatistics.gam.GAMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.regression.GLMSolution property) null_value (pystatistics.hypothesis.HTestSolution property) (pystatistics.hypothesis.HypothesisDesign property) NumericalError O objective (pystatistics.multivariate.FactorSolution property) observed (pystatistics.hypothesis.HTestSolution property) (pystatistics.survival.LogRankSolution property) (pystatistics.timeseries.DecompositionSolution attribute) (pystatistics.timeseries.DecompositionSolution property) observed_indices (pystatistics.mvnmle.PatternInfo attribute) omega_squared (pystatistics.anova.AnovaSolution property) order (pystatistics.timeseries.ARIMAForecast attribute), [1] (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution attribute) (pystatistics.timeseries.ARMABatchSolution property) OrdinalSolution (class in pystatistics.ordinal) outer_converged (pystatistics.gam.GAMSolution property) overall_missing_rate (pystatistics.mvnmle.PatternSummary attribute) P p (pystatistics.descriptive.DescriptiveDesign property) (pystatistics.mvnmle.MVNDesign property) (pystatistics.regression.Design property) p_adjust() (in module pystatistics.hypothesis) p_value (pystatistics.anova.LeveneSolution property) (pystatistics.gam.SmoothInfo attribute), [1] (pystatistics.hypothesis.HTestSolution property) (pystatistics.multivariate.FactorSolution property) (pystatistics.mvnmle.MCARTestSolution attribute) (pystatistics.survival.LogRankSolution property) (pystatistics.timeseries.StationaritySolution attribute) (pystatistics.timeseries.StationaritySolution property) p_values (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.CoxZphSolution property) (pystatistics.survival.DiscreteTimeSolution property) pacf() (in module pystatistics.timeseries) paired (pystatistics.hypothesis.HypothesisDesign property) pairwise_n (pystatistics.descriptive.DescriptiveSolution property) parameter (pystatistics.hypothesis.HTestSolution property) params (pystatistics.core.Result attribute), [1] (pystatistics.gam.GAMSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) partial_eta_squared (pystatistics.anova.AnovaRMSolution property) (pystatistics.anova.AnovaSolution property) partial_omega_squared (pystatistics.anova.AnovaSolution property) pattern_id (pystatistics.mvnmle.PatternInfo attribute) pattern_summary() (in module pystatistics.mvnmle) pattern_vector (pystatistics.mvnmle.PatternInfo attribute) PatternInfo (class in pystatistics.mvnmle) patterns (pystatistics.mvnmle.MCARTestSolution attribute) PatternSummary (class in pystatistics.mvnmle) pca() (in module pystatistics.multivariate) PCASolution (class in pystatistics.multivariate) percent_cases (pystatistics.mvnmle.PatternInfo property) period (pystatistics.timeseries.DecompositionSolution attribute) (pystatistics.timeseries.DecompositionSolution property) (pystatistics.timeseries.ETSSpec attribute), [1] permutation_test() (in module pystatistics.montecarlo) person_period_n (pystatistics.survival.DiscreteTimeSolution property) phi (pystatistics.timeseries.ETSSolution property) Poisson (class in pystatistics.regression) polr() (in module pystatistics.ordinal) PostHocSolution (class in pystatistics.anova) predict() (pystatistics.multinomial.MultinomialSolution method) (pystatistics.ordinal.OrdinalSolution method) predicted_class (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) profile_conf_int() (pystatistics.regression.GLMSolution method) prop_test() (in module pystatistics.hypothesis) provenance (pystatistics.core.Result attribute), [1] pseudo_r_squared (pystatistics.multinomial.MultinomialSolution property) pystatistics.anova module pystatistics.core module pystatistics.descriptive module pystatistics.gam module pystatistics.hypothesis module pystatistics.mixed module pystatistics.montecarlo module pystatistics.multinomial module pystatistics.multivariate module pystatistics.mvnmle module pystatistics.ordinal module pystatistics.regression module pystatistics.survival module pystatistics.timeseries module PyStatisticsError Q quantile() (in module pystatistics.descriptive) quantile_probs (pystatistics.descriptive.DescriptiveSolution property) quantile_type (pystatistics.descriptive.DescriptiveSolution property) quantiles (pystatistics.descriptive.DescriptiveSolution property) QuasiBinomial (class in pystatistics.regression) QuasiPoisson (class in pystatistics.regression) R r_squared (pystatistics.regression.LinearSolution property) (pystatistics.regression.SimpleOLSResult attribute), [1] r_squared_adj (pystatistics.gam.GAMSolution property) ranef (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.LMMSolution property) rank (pystatistics.core.SingularMatrixError attribute) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) reason (pystatistics.core.ConvergenceError attribute) ref (pystatistics.regression.C attribute) ref_df (pystatistics.gam.SmoothInfo attribute), [1] rejected (pystatistics.mvnmle.MCARTestSolution attribute) reml_score (pystatistics.gam.GAMSolution property) rescale_probs (pystatistics.hypothesis.HypothesisDesign property) residual (pystatistics.timeseries.DecompositionSolution attribute) (pystatistics.timeseries.DecompositionSolution property) residual_df (pystatistics.anova.AnovaSolution property) residual_ms (pystatistics.anova.AnovaSolution property) residual_ss (pystatistics.anova.AnovaSolution property) residual_std_error (pystatistics.regression.LinearSolution property) residuals (pystatistics.gam.GAMSolution property) (pystatistics.hypothesis.HTestSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.survival.CoxZphSolution property) (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ETSSolution property) residuals_deviance (pystatistics.regression.GLMSolution property) residuals_pearson (pystatistics.regression.GLMSolution property) residuals_response (pystatistics.regression.GLMSolution property) residuals_standardized (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) residuals_working (pystatistics.regression.GLMSolution property) Result (class in pystatistics.core) rho (pystatistics.survival.LogRankSolution property) ridge() (in module pystatistics.regression) robust (pystatistics.survival.CoxSolution property) rotation (pystatistics.multivariate.PCASolution property) rotation_matrix (pystatistics.multivariate.FactorSolution property) rotation_method (pystatistics.multivariate.FactorSolution property) row_names (pystatistics.survival.CoxZphSolution property) rows (pystatistics.regression.DevianceTable attribute) rss (pystatistics.regression.LinearSolution property) S s() (in module pystatistics.gam) s_scales (pystatistics.gam.SmoothInfo attribute), [1] scale (pystatistics.gam.GAMSolution property) (pystatistics.multivariate.PCASolution property) scores (pystatistics.multivariate.FactorSolution property) sd (pystatistics.descriptive.DescriptiveSolution property) sdev (pystatistics.multivariate.PCASolution property) se (pystatistics.survival.KMSolution property) (pystatistics.timeseries.ARIMAForecast attribute), [1] search_results (pystatistics.timeseries.AutoARIMASolution attribute) (pystatistics.timeseries.AutoARIMASolution property) season (pystatistics.timeseries.ETSSpec attribute), [1] seasonal (pystatistics.timeseries.DecompositionSolution attribute) (pystatistics.timeseries.DecompositionSolution property) seasonal_ar (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) seasonal_ma (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) seasonal_order (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) seed (pystatistics.hypothesis.HypothesisDesign property) sigma2 (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution attribute) (pystatistics.timeseries.ARMABatchSolution property) sigmahat (pystatistics.mvnmle.MVNSolution property) simple_ols() (in module pystatistics.regression) SimpleOLSResult (class in pystatistics.regression) simulate_p_value (pystatistics.hypothesis.HypothesisDesign property) SingularMatrixError skewness (pystatistics.descriptive.DescriptiveSolution property) slope (pystatistics.regression.SimpleOLSResult attribute), [1] slope_se (pystatistics.regression.SimpleOLSResult attribute), [1] smooth_terms (pystatistics.gam.GAMSolution property) SmoothInfo (class in pystatistics.gam) SmoothTerm (class in pystatistics.gam) source (pystatistics.regression.Design property) spec (pystatistics.timeseries.ETSSolution property) sphericity (pystatistics.anova.AnovaRMSolution property) ss_type (pystatistics.anova.AnovaSolution property) standard_deviations (pystatistics.mvnmle.MVNSolution property) standard_errors (pystatistics.gam.GAMSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) (pystatistics.survival.KMSolution property) states (pystatistics.timeseries.ETSSolution property) StationaritySolution (class in pystatistics.timeseries) statistic (pystatistics.hypothesis.HTestSolution property) (pystatistics.mvnmle.MCARTestSolution attribute) (pystatistics.survival.LogRankSolution property) (pystatistics.timeseries.StationaritySolution attribute) (pystatistics.timeseries.StationaritySolution property) statistic_name (pystatistics.hypothesis.HTestSolution property) stdres (pystatistics.hypothesis.HTestSolution property) stl() (in module pystatistics.timeseries) strata (pystatistics.survival.StratifiedKMSolution property) StratifiedKMSolution (class in pystatistics.survival) stratum() (pystatistics.survival.StratifiedKMSolution method) successes (pystatistics.hypothesis.HypothesisDesign property) summary() (in module pystatistics.descriptive) (pystatistics.anova.AnovaRMSolution method) (pystatistics.anova.AnovaSolution method) (pystatistics.anova.LeveneSolution method) (pystatistics.anova.PostHocSolution method) (pystatistics.descriptive.DescriptiveSolution method) (pystatistics.gam.GAMSolution method) (pystatistics.hypothesis.HTestSolution method) (pystatistics.mixed.GLMMSolution method) (pystatistics.mixed.GRMSolution method) (pystatistics.mixed.LMMSolution method) (pystatistics.multinomial.MultinomialSolution method) (pystatistics.multivariate.FactorSolution method) (pystatistics.multivariate.PCASolution method) (pystatistics.mvnmle.MCARTestSolution method) (pystatistics.mvnmle.MVNSolution method) (pystatistics.ordinal.OrdinalSolution method) (pystatistics.regression.DevianceTable method) (pystatistics.regression.GLMSolution method) (pystatistics.regression.LinearSolution method) (pystatistics.survival.CoxSolution method) (pystatistics.survival.CoxZphSolution method) (pystatistics.survival.DiscreteTimeSolution method) (pystatistics.survival.KMSolution method) (pystatistics.survival.LogRankSolution method) (pystatistics.survival.StratifiedKMSolution method) (pystatistics.timeseries.ACFSolution method) (pystatistics.timeseries.ARIMAForecast method) (pystatistics.timeseries.ARIMASolution method) (pystatistics.timeseries.ARMABatchSolution method) (pystatistics.timeseries.AutoARIMASolution method), [1] (pystatistics.timeseries.DecompositionSolution method) (pystatistics.timeseries.ETSForecast method) (pystatistics.timeseries.ETSSolution method) (pystatistics.timeseries.StationaritySolution method) summary_table (pystatistics.descriptive.DescriptiveSolution property) supports() (pystatistics.core.DataSource method), [1] (pystatistics.regression.DataSource method) (pystatistics.regression.Design method) survdiff() (in module pystatistics.survival) survival (pystatistics.survival.KMSolution property) T t_test() (in module pystatistics.hypothesis) t_values (pystatistics.mixed.LMMSolution property) (pystatistics.regression.LinearSolution property) table (pystatistics.anova.AnovaRMSolution property) (pystatistics.anova.AnovaSolution property) (pystatistics.hypothesis.HypothesisDesign property) te() (in module pystatistics.gam) TensorSmooth (class in pystatistics.gam) term_name (pystatistics.gam.SmoothInfo attribute), [1] term_names (pystatistics.regression.Design property) test (pystatistics.regression.DevianceTable attribute) test_type (pystatistics.hypothesis.HypothesisDesign attribute) theta (pystatistics.gam.GAMSolution property) threshold (pystatistics.core.ConvergenceError attribute) threshold_standard_errors (pystatistics.ordinal.OrdinalSolution property) threshold_values (pystatistics.ordinal.OrdinalSolution property) threshold_z_values (pystatistics.ordinal.OrdinalSolution property) thresholds (pystatistics.ordinal.OrdinalSolution property) ti() (in module pystatistics.gam) ties (pystatistics.survival.CoxSolution property) time (pystatistics.survival.CoxZphSolution property) (pystatistics.survival.KMSolution property) timing (pystatistics.anova.AnovaRMSolution property) (pystatistics.anova.AnovaSolution property) (pystatistics.core.Result attribute), [1] (pystatistics.descriptive.DescriptiveSolution property) (pystatistics.hypothesis.HTestSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.multivariate.FactorSolution property) (pystatistics.multivariate.PCASolution property) (pystatistics.mvnmle.MVNSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) (pystatistics.survival.KMSolution property) (pystatistics.survival.LogRankSolution property) (pystatistics.survival.StratifiedKMSolution property) (pystatistics.timeseries.ACFSolution property) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution property) (pystatistics.timeseries.AutoARIMASolution property) (pystatistics.timeseries.DecompositionSolution property) (pystatistics.timeseries.ETSSolution property) (pystatistics.timeseries.StationaritySolution property) to() (pystatistics.core.DataSource method), [1] (pystatistics.multivariate.PCASolution method) (pystatistics.regression.DataSource method) to_dict() (pystatistics.mvnmle.MVNSolution method) to_numpy() (pystatistics.multivariate.PCASolution method) total_cases (pystatistics.mvnmle.PatternSummary attribute) total_edf (pystatistics.gam.GAMSolution property) transform (pystatistics.survival.CoxZphSolution property) trend (pystatistics.timeseries.DecompositionSolution attribute) (pystatistics.timeseries.DecompositionSolution property) (pystatistics.timeseries.ETSSpec attribute), [1] tss (pystatistics.regression.LinearSolution property) U ubre (pystatistics.gam.GAMSolution property) uniquenesses (pystatistics.multivariate.FactorSolution property) upper (pystatistics.timeseries.ARIMAForecast attribute), [1] (pystatistics.timeseries.ETSForecast attribute), [1] V ValidationError var (pystatistics.survival.CoxZphSolution property) var() (in module pystatistics.descriptive) var_components (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.LMMSolution property) var_equal (pystatistics.hypothesis.HypothesisDesign property) var_genetic (pystatistics.mixed.GRMSolution property) var_name (pystatistics.gam.SmoothInfo attribute), [1] (pystatistics.gam.SmoothTerm attribute), [1] var_names (pystatistics.gam.TensorSmooth attribute), [1] (pystatistics.multivariate.FactorSolution property) (pystatistics.multivariate.PCASolution property) var_residual (pystatistics.mixed.GRMSolution property) var_test() (in module pystatistics.hypothesis) variable_missing_rates (pystatistics.mvnmle.PatternSummary attribute) variance (pystatistics.descriptive.DescriptiveSolution property) variance() (pystatistics.regression.Binomial method) (pystatistics.regression.Family method) (pystatistics.regression.Gamma method) (pystatistics.regression.Gaussian method) (pystatistics.regression.InverseGaussian method) (pystatistics.regression.NegativeBinomial method) (pystatistics.regression.Poisson method) variance_ratio (pystatistics.mixed.GRMSolution property) vcov (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.timeseries.ARIMASolution attribute) (pystatistics.timeseries.ARIMASolution property) W warnings (pystatistics.anova.AnovaRMSolution property) (pystatistics.anova.AnovaSolution property) (pystatistics.core.Result attribute), [1] (pystatistics.descriptive.DescriptiveSolution property) (pystatistics.hypothesis.HTestSolution property) (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.mixed.LMMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.multivariate.FactorSolution property) (pystatistics.multivariate.PCASolution property) (pystatistics.mvnmle.MVNSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.regression.LinearSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property) (pystatistics.survival.KMSolution property) (pystatistics.survival.LogRankSolution property) (pystatistics.survival.StratifiedKMSolution property) (pystatistics.timeseries.ACFSolution property) (pystatistics.timeseries.ARIMASolution property) (pystatistics.timeseries.ARMABatchSolution property) (pystatistics.timeseries.AutoARIMASolution property) (pystatistics.timeseries.DecompositionSolution property) (pystatistics.timeseries.ETSSolution property) (pystatistics.timeseries.StationaritySolution property) wilcox_test() (in module pystatistics.hypothesis) X x (pystatistics.hypothesis.HypothesisDesign property) (pystatistics.multivariate.PCASolution property) X (pystatistics.regression.Design property) x (pystatistics.survival.CoxZphSolution property) xreg (pystatistics.timeseries.ARIMASolution property) xreg_coef (pystatistics.timeseries.ARIMASolution property) xreg_names (pystatistics.timeseries.ARIMASolution property) XtX() (pystatistics.regression.Design method) Xty() (pystatistics.regression.Design method) Y y (pystatistics.hypothesis.HypothesisDesign property) (pystatistics.regression.Design property) Z z_values (pystatistics.mixed.GLMMSolution property) (pystatistics.mixed.GRMSolution property) (pystatistics.multinomial.MultinomialSolution property) (pystatistics.ordinal.OrdinalSolution property) (pystatistics.regression.GLMSolution property) (pystatistics.survival.CoxSolution property) (pystatistics.survival.DiscreteTimeSolution property)