3 papers
stat.ME2024
Simplifying Causal Mediation Analysis for Time-to-Event Outcomes using Pseudo-Values
Alex Ocampo, Enrico Giudice, Dieter A. Häring +3
Mediation analysis for survival outcomes is challenging. Most existing methods quantify the treatment effect using the hazard ratio (HR) and attempt to decompose the HR into the di…
stat.AP2019
Tutorial: Effective visual communication for the quantitative scientist
Marc Vandemeulebroecke, Mark Baillie, Alison Margolskee +1
Effective visual communication is a core competency for pharmacometricians, statisticians, and more generally any quantitative scientist. It is essential in every step of a quantit…
stat.AP2018
Bayesian inference for a principal stratum estimand to assess the treatment effect in a subgroup characterized by post-randomization events
Baldur P. Magnusson, Heinz Schmidli, Nicolas Rouyrre +1
The treatment effect in a specific subgroup is often of interest in randomized clinical trials. When the subgroup is characterized by the absence of certain post-randomization even…