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