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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 |
| Reference manual: | modernBoot.html , modernBoot.pdf |
| 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 |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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