activity
20242026
most citedOn the error control of invariant causal prediction

1 citations · 1 across the 2 of their papers we have counts for

collaborators

10 papers

stat.ME2026

A Uniform Improvement of the Benjamini-Hochberg Procedure via e-Closure

Jelle Goeman

This paper presents closed BH, a uniform improvement of the False Discovery Rate controlling method of Benjamini and Hochberg (BH). Closed BH is valid under the same assumption of…

stat.ME20261 cited

On the error control of invariant causal prediction

Jinzhou Li, Jelle J Goeman

Invariant causal prediction provides a useful framework for identifying causal predictors of a response using heterogeneous data from multiple environments. One valuable property o…

stat.ME2026

Bringing Closure to False Discovery Rate Control: A General Principle for Multiple Testing

Ziyu Xu, Aldo Solari, Lasse Fischer +3

We present a novel necessary and sufficient principle for multiple testing methods controlling an expected loss. This principle asserts that every such multiple testing method is a…

stat.ME2025

Multivariate longitudinal modeling of cross-sectional and lagged associations between a continuous time-varying endogenous covariate and a non-Gaussian outcome

Chiara Degan, Bart J. A. Mertens, Jelle Goeman +4

In longitudinal studies, time-varying covariates are often endogenous, meaning their values depend on both their own history and that of the outcome variable. This violates key ass…

math.ST2025

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…

math.ST2025

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…