Varimpact: causally motivated variable importance
Publications
Severe maternal morbidity scoring system
Causal variable importance to create a new risk score for complications during pregnancy.
Early immune stimulation and childhood acute lymphoblastic leukemia
Latent class analysis clustering, causal variable importance, and logistic regression to understand childhood leukemia.
Data-adaptive target parameters
Chapter in Targeted Learning in Data Science (2018) covering the varimpact variable importance algorithm.