1 code implementation • 26 Jun 2023 • Lucile Ter-Minassian, Oscar Clivio, Karla Diaz-Ordaz, Robin J. Evans, Chris Holmes
We introduce Path-Wise Shapley effects (PWSHAP), a framework for assessing the targeted effect of a binary (e. g.~treatment) variable from a complex outcome model.
1 code implementation • 1 Mar 2022 • Oscar Clivio, Fabian Falck, Brieuc Lehmann, George Deligiannidis, Chris Holmes
We leverage these balancing scores to perform matching for high-dimensional causal inference and call this procedure neural score matching.