Bootstrap-Based Hypothesis Testing using Different Resampling Schemes
BootstrapTests: Bootstrap-Based Hypothesis Testing using Different Res...
Perform a univariate goodness-of-fit (GoF) hypothesis test via bootstr...
Perform a hypothesis test of independence
Perform a test on the slope coefficient of a univariate linear regress...
Plot and print the bootstrap test statistics distribution
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>.
Useful links