Bootstrap hypothesis testing for some common statistical problems: a critical evaluation of size and power properties

DOI10.1016/j.csda.2007.01.020zbMath1445.62087OpenAlexW1993404685MaRDI QIDQ1020737

Michael A. Martin

Publication date: 2 June 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2007.01.020

zbMATH Keywords

resamplingcorrelation coefficientbootstrap confidence intervalpower of testnull and alternative hypothesissize of test

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Asymptotic distribution theory in statistics (62E20) Nonparametric tolerance and confidence regions (62G15) Nonparametric statistical resampling methods (62G09) Analysis of variance and covariance (ANOVA) (62J10)

Related Items (8)

Two new data-dependent choices ofmwhen applying them-out-of-nbootstrap to hypothesis testing ⋮ A general bootstrap algorithm for hypothesis testing ⋮ The resampling of entropies with the application of biodiversity ⋮ Bootstrap hypothesis testing in generalized additive models for comparing curves of treatments in longitudinal studies ⋮ Testing the equality of several gamma means: a parametric bootstrap method with applications ⋮ Comparing Pearson Correlations: Dealing with Heteroscedasticity and Nonnormality ⋮ Statistical testing of optimality conditions in multiresponse simulation-based optimization ⋮ Hypothesis testing for the population mean and variance based on r-size biased samples

Uses Software

• bootstrap
• bootlib

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• The power of bootstrap and asymptotic tests
• On the number of bootstrap simulations required to construct a confidence interval
• Theoretical comparison of bootstrap confidence intervals
• Bootstrap methods: another look at the jackknife
• Bootstrap and randomization tests of some nonparametric hypotheses
• Bootstrap confidence intervals. With comments and a rejoinder by the authors
• The bootstrap and hypothesis tests in econometrics
• Choice of a null distribution in resampling-based multiple testing
• The jackknife and bootstrap
• Permutation tests. A practical guide to resampling methods for testing hypotheses.
• Computers and the Theory of Statistics: Thinking the Unthinkable
• Better nonparametric bootstrap confidence intervals for the correlation coefficient
• A Bootstrap Revival of Some Nonparametric Distance Tests
• Bootstrap tests: how many bootstraps?
• THE SIZE DISTORTION OF BOOTSTRAP TESTS
• Stepwise Multiple Testing as Formalized Data Snooping
• Exact and Approximate Stepdown Methods for Multiple Hypothesis Testing
• The bootstrap and Edgeworth expansion

This page was built for publication: Bootstrap hypothesis testing for some common statistical problems: a critical evaluation of size and power properties