Varimpact: causally motivated variable importance

Chris Kennedy
Biomedical informatics postdoc


Causal variable importance to create a new risk score for complications during pregnancy.

Latent class analysis clustering, causal variable importance, and logistic regression to understand childhood leukemia.

Chapter in Targeted Learning in Data Science (2018) covering the varimpact variable importance algorithm.