PyStatistics API Reference¶ GPU-accelerated statistical computing for Python. Validated against R to machine precision. Modules Regression fit() Design DataSource LinearSolution LinearParams GLMSolution GLMParams Family Gaussian Binomial Poisson Descriptive Statistics describe() cor() cov() var() quantile() summary() DescriptiveDesign DescriptiveParams DescriptiveSolution Hypothesis Testing t_test() chisq_test() fisher_test() wilcox_test() ks_test() prop_test() var_test() p_adjust() HypothesisDesign HTestParams HTestSolution Monte Carlo Methods boot() boot_ci() permutation_test() Survival Analysis coxph() discrete_time() kaplan_meier() survdiff() CoxSolution DiscreteTimeSolution KMSolution LogRankSolution ANOVA anova() anova_oneway() anova_posthoc() anova_rm() levene_test() AnovaSolution AnovaRMSolution LeveneSolution PostHocSolution Mixed Models lmm() glmm() LMMSolution GLMMSolution Multivariate Normal MLE mlest() MVNDesign MVNSolution MVNParams analyze_patterns() pattern_summary() PatternInfo PatternSummary little_mcar_test() MCARTestResult Core DataSource Result PyStatisticsError ValidationError DimensionError NumericalError SingularMatrixError NotPositiveDefiniteError ConvergenceError DataSource Indices and tables¶ Index Module Index Search Page