modernBoot (version 0.1.1)
Modern Resampling Methods: Bootstraps, Wild, Block, Permutation,
and Selection Guidance
Description
Implements modern resampling and permutation methods for robust
statistical inference without restrictive parametric assumptions. Provides
bias-corrected and accelerated (BCa) bootstrap (Efron and Tibshirani (1993)
), wild bootstrap for heteroscedastic regression
(Liu (1988) , Davidson and Flachaire (2008)
), block bootstrap for time series
(Politis and Romano (1994) ), and
permutation-based multiple testing correction (Westfall and Young (1993)
). Methods handle non-normal data,
heteroscedasticity, time series correlation, and multiple comparisons.