DTR Estimation and Inference via G-Estimation, Dynamic WOLS,
Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv)
Description
Dynamic treatment regime estimation and inference via G-estimation,
dynamic weighted ordinary least squares (dWOLS) and Q-learning. Inference via
bootstrap and recursive sandwich estimation. Estimation and
inference for survival outcomes via Dynamic Weighted Survival Modeling (DWSurv).
Extension to continuous treatment variables. Wallace et al. (2017)
; Simoneau et al. (2020)
.