115 citations · 116 across the 7 of their papers we have counts for
9 papers · 1 filter
Resampling-Based Multisplit Inference for High-Dimensional Regression
Anna Vesely, Jelle J. Goeman, Livio Finos
We propose a novel resampling-based method to construct an asymptotically exact test for any subset of hypotheses on coefficients in high-dimensional linear regression. It can be e…
Pathway Testing in Metabolomics with Globaltest, Allowing Post Hoc Choice of Pathways
Ningning Xu, Aldo Solari, Jelle Goeman
The Globaltest is a powerful test for the global null hypothesis that there is no association between a group of features and a response of interest, which is popular in pathway te…
Another look at the Lady Tasting Tea and differences between permutation tests and randomization tests
Jesse Hemerik, Jelle J. Goeman
The statistical literature is known to be inconsistent in the use of the terms "permutation test" and "randomization test". Several authors succesfully argue that these terms shoul…
Robust testing in generalized linear models by sign-flipping score contributions
Jesse Hemerik, Jelle J Goeman, Livio Finos
Generalized linear models are often misspecified due to overdispersion, heteroscedasticity and ignored nuisance variables. Existing quasi-likelihood methods for testing in misspeci…
Simultaneous Confidence Intervals for Ranks With Application to Ranking Institutions
Diaa Al Mohamad, Jelle J. Goeman, Erik W. van Zwet
When a ranking of institutions such as medical centers or universities is based on an indicator provided with a standard error, confidence intervals should be calculated to assess…
Permutation-based simultaneous confidence bounds for the false discovery proportion
Jesse Hemerik, Aldo Solari, Jelle J. Goeman
When multiple hypotheses are tested, interest is often in ensuring that the proportion of false discoveries (FDP) is small with high confidence. In this paper, confidence upper bou…