BootstrapTests: Bootstrap-Based Hypothesis Testing using Different Resampling Schemes

Description

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.

Author(s)

Maintainer: Wieger Schipper W.R.Schipper@tudelft.nl (ORCID)

Authors:

• Alexis Derumigny A.F.F.Derumigny@tudelft.nl (ORCID)

• Miltiadis Galanis mgalan@di.uoa.gr

• Aad van der Vaart A.W.vanderVaart@tudelft.nl (ORCID)

See Also

Useful links:

• https://github.com/AlexisDerumigny/BootstrapTests

• Report bugs at https://github.com/AlexisDerumigny/BootstrapTests/issues