157 citations · 620 across the 41 of their papers we have counts for
7 papers · 1 filter
The e-Partitioning Principle of False Discovery Rate Control
Jelle Goeman, Rianne de Heide, Aldo Solari
We present a novel necessary and sufficient principle for False Discovery Rate (FDR) control. This e-Partitioning Principle says that a procedure controls FDR if and only if it is…
Carefree multiple testing with e-processes
Yury Tavyrikov, Jelle J. Goeman, Rianne de Heide
E-processes enable hypothesis testing with ongoing data collection while maintaining Type I error control. However, when testing multiple hypotheses simultaneously, current -val…
Permutation-based multiple testing when fitting many generalized linear models
Riccardo De Santis, Jelle J. Goeman, Samuel Davenport +2
In many applied sciences a popular analysis strategy for high-dimensional data is to fit many multivariate generalized linear models in parallel. This paper presents a novel approa…
Large-scale simultaneous inference under dependence
Jinjin Tian, Xu Chen, Eugene Katsevich +2
Simultaneous inference allows for the exploration of data while deciding on criteria for proclaiming discoveries. It was recently proved that all admissible post-hoc inference meth…
Only Closed Testing Procedures are Admissible for Controlling False Discovery Proportions
Jelle Goeman, Jesse Hemerik, Aldo Solari
We consider the class of all multiple testing methods controlling tail probabilities of the false discovery proportion, either for one random set or simultaneously for many such se…
Exact testing with random permutations
Jesse Hemerik, Jelle Goeman
When permutation methods are used in practice, often a limited number of random permutations are used to decrease the computational burden. However, most theoretical literature ass…
The sequential rejection principle of familywise error control
Jelle J. Goeman, Aldo Solari
Closed testing and partitioning are recognized as fundamental principles of familywise error control. In this paper, we argue that sequential rejection can be considered equally fu…