py311-resample

Resampling-based inference in Python

resample is a resampling-based inference in Python based on data resampling and permutation. Features: * Bootstrap resampling: ordinary or balanced with optional stratification * Extended bootstrap resampling: also varies sample size * Parametric resampling: Gaussian, Poisson, gamma, etc.) * Jackknife estimates of bias and variance of any estimator * Compute bootstrap confidence intervals (percentile or BCa) for any estimator * Permutation-based variants of traditional statistical tests (USP test of independence and others) * Tools for working with empirical distributions (CDF, quantile, etc.) * Depends only on numpy and scipy