Package: BootstrapTests 0.1.0
BootstrapTests: Bootstrap-Based Hypothesis Testing using Different Resampling Schemes
Perform bootstrap-based hypothesis testing procedures on three statistical problems. In particular, it covers independence testing, testing the slope in a linear regression setting, and goodness-of-fit testing, following (Derumigny, Galanis, Schipper and Van der Vaart, 2025) <doi:10.48550/arXiv.2512.10546>.
Authors:
BootstrapTests_0.1.0.tar.gz
BootstrapTests_0.1.0.zip(r-4.7)BootstrapTests_0.1.0.zip(r-4.6)BootstrapTests_0.1.0.zip(r-4.5)
BootstrapTests_0.1.0.tgz(r-4.6-any)BootstrapTests_0.1.0.tgz(r-4.5-any)
BootstrapTests_0.1.0.tar.gz(r-4.7-any)BootstrapTests_0.1.0.tar.gz(r-4.6-any)
BootstrapTests_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
BootstrapTests/json (API)
NEWS
| # Install 'BootstrapTests' in R: |
| install.packages('BootstrapTests', repos = c('https://alexisderumigny.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/alexisderumigny/bootstraptests/issues
Last updated from:27ca603246. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 110 | ||
| source / vignettes | OK | 142 | ||
| linux-release-x86_64 | OK | 115 | ||
| macos-release-arm64 | OK | 105 | ||
| macos-oldrel-arm64 | OK | 105 | ||
| windows-devel | OK | 93 | ||
| windows-release | OK | 68 | ||
| windows-oldrel | OK | 78 | ||
| wasm-release | OK | 94 |
Exports:perform_GoF_testperform_independence_testperform_regression_test
Dependencies:pbapply
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Perform a univariate goodness-of-fit (GoF) hypothesis test via bootstrap resampling | perform_GoF_test |
| Perform a hypothesis test of independence | perform_independence_test |
| Perform a test on the slope coefficient of a univariate linear regression | perform_regression_test |
| Plot and print the bootstrap test statistics distribution | plot.bootstrapTest print.bootstrapTest |
