BootstrapTests

BootstrapTests-package

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) tools:::Rd_expr_doi("10.48550/arXiv.2512.10546").

internal

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>.

Wieger Schipper

Bootstrap-Based Hypothesis Testing using Different Resampling
Schemes

BootstrapTests-package function

Maintainer: Wieger Schipper <a href="/link/W.R.Schipper%40tudelft.nl?package=BootstrapTests&version=0.1.0" data-mini-rdoc="BootstrapTests::W.R.Schipper@tudelft.nl">W.R.Schipper@tudelft.nl</a> (<a href="https://orcid.org/0009-0004-5661-4949">ORCID</a>)
Authors:<ul>
<li>Alexis Derumigny <a href="/link/A.F.F.Derumigny%40tudelft.nl?package=BootstrapTests&version=0.1.0" data-mini-rdoc="BootstrapTests::A.F.F.Derumigny@tudelft.nl">A.F.F.Derumigny@tudelft.nl</a> (<a href="https://orcid.org/0000-0002-6163-8097">ORCID</a>)</li>
<li>Miltiadis Galanis <a href="/link/mgalan%40di.uoa.gr?package=BootstrapTests&version=0.1.0" data-mini-rdoc="BootstrapTests::mgalan@di.uoa.gr">mgalan@di.uoa.gr</a></li>
<li>Aad van der Vaart <a href="/link/A.W.vanderVaart%40tudelft.nl?package=BootstrapTests&version=0.1.0" data-mini-rdoc="BootstrapTests::A.W.vanderVaart@tudelft.nl">A.W.vanderVaart@tudelft.nl</a> (<a href="https://orcid.org/0000-0002-8074-2375">ORCID</a>)</li>
</ul>

Author

BootstrapTests: Bootstrap-Based Hypothesis Testing using Different Resampling Schemes — BootstrapTests-package

Maintainer: Wieger Schipper <a href='mailto:W.R.Schipper@tudelft.nl'>W.R.Schipper@tudelft.nl</a> (<a href='https://orcid.org/0009-0004-5661-4949'>ORCID</a>)
Authors:<ul>
<li>Alexis Derumigny <a href='mailto:A.F.F.Derumigny@tudelft.nl'>A.F.F.Derumigny@tudelft.nl</a> (<a href='https://orcid.org/0000-0002-6163-8097'>ORCID</a>)</li>
<li>Miltiadis Galanis <a href='mailto:mgalan@di.uoa.gr'>mgalan@di.uoa.gr</a></li>
<li>Aad van der Vaart <a href='mailto:A.W.vanderVaart@tudelft.nl'>A.W.vanderVaart@tudelft.nl</a> (<a href='https://orcid.org/0000-0002-8074-2375'>ORCID</a>)</li>
</ul>

BootstrapTests-package: BootstrapTests: Bootstrap-Based Hypothesis Testing using Different Resampling Schemes

Description

Arguments

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