Group LASSO Variable Selection Method for Treatment Effect Generalization
用于处理效应推广的 Group LASSO 变量选择方法
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 intervention was originally evaluated in. When treatment effect heterogeneity is present in a randomized controlled trial, generalizing the treatment effect from this experimental population to a target population of interest is a complex problem; it requires the characterization of both the treatment effect…