2 papers
stat.ME2023
Group LASSO Variable Selection Method for Treatment Effect Generalization
Chuyu Deng, Brandon Koch, David M. Vock +1
Often in public health, we are interested in the treatment effect of an intervention on a population that is systemically different from the experimental population the interventio…
stat.ME2019
Assessing effect heterogeneity of a randomized treatment using conditional inference trees
Ashwini Venkatasubramaniam, Brandon Koch, Lauren Erickson +3
Treatment effect heterogeneity occurs when individual characteristics influence the effect of a treatment. We propose a novel approach that combines prognostic score matching and c…