Mixed-effects Outcome-Adaptive Lasso for Propensity Score Estimation under Partial Interference
部分干扰下用于倾向得分估计的混合效应结果自适应 Lasso
Interference occurs when one individual's treatment or exposure affects another individual's outcome. In particular, we assume partial interference, where individuals are divided into groups such that there is no interference between individuals in different groups. In observational studies, inverse probability weighting (IPW) based on propensity scores is often used for causal effect estimation. However, under partial interference, the group-level propensity score must be…