Search Results for author: Beatrijs Moerkerke

Found 2 papers, 2 papers with code

Non-linear Mediation Analysis with High-dimensional Mediators whose Causal Structure is Unknown

1 code implementation20 Jan 2020 Wen Wei Loh, Beatrijs Moerkerke, Tom Loeys, Stijn Vansteelandt

With multiple potential mediators on the causal pathway from a treatment to an outcome, we consider the problem of decomposing the effects along multiple possible causal path(s) through each distinct mediator.

Methodology

Heterogeneous Indirect Effects for Multiple Mediators using Interventional Effect Models

1 code implementation19 Jul 2019 Wen Wei Loh, Beatrijs Moerkerke, Tom Loeys, Stijn Vansteelandt

In this article, we introduce simplified estimation procedures for such heterogeneous interventional indirect effects using interventional effect models.

Methodology

Cannot find the paper you are looking for? You can Submit a new open access paper.