modernBoot: Modern Resampling Methods: Bootstraps, Wild, Block, Permutation, and Selection Guidance

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) <doi:10.1201/9780429246593>), wild bootstrap for heteroscedastic regression (Liu (1988) <doi:10.1214/aos/1176351062>, Davidson and Flachaire (2008) <doi:10.1016/j.jeconom.2008.08.003>), block bootstrap for time series (Politis and Romano (1994) <doi:10.1080/01621459.1994.10476870>), and permutation-based multiple testing correction (Westfall and Young (1993) <ISBN:0-471-55761-7>). Methods handle non-normal data, heteroscedasticity, time series correlation, and multiple comparisons.

Version:	0.1.1
Depends:	R (≥ 4.0)
Imports:	stats, boot, future, future.apply
Suggests:	testthat (≥ 3.0.0), covr, pkgdown, rhub
Published:	2025-12-11
DOI:	10.32614/CRAN.package.modernBoot (may not be active yet)
Author:	Ibrahim Kholil Rakib [aut, cre]
Maintainer:	Ibrahim Kholil Rakib <ikrakib1010 at gmail.com>
BugReports:	https://github.com/ikrakib/modernBoot/issues
License:	MIT + file LICENSE
URL:	https://github.com/ikrakib/modernBoot
NeedsCompilation:	no
Materials:	NEWS
CRAN checks:	modernBoot results

Documentation:

Reference manual:

modernBoot.html , modernBoot.pdf

Downloads:

Package source:	modernBoot_0.1.1.tar.gz
Windows binaries:	r-devel: modernBoot_0.1.1.zip, r-release: not available, r-oldrel: modernBoot_0.1.1.zip
macOS binaries:	r-release (arm64): modernBoot_0.1.1.tgz, r-oldrel (arm64): modernBoot_0.1.1.tgz, r-release (x86_64): modernBoot_0.1.1.tgz, r-oldrel (x86_64): modernBoot_0.1.1.tgz

Linking:

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