DTR Estimation and Inference via G-Estimation, Dynamic WOLS, Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv)
Adaptive Choice of the Bootstrap Resample Size M
Confidence Interval Calculations for DTRs
Toy Two-Stage Trial Datasets
DTR Estimation and Inference via G-estimation, Dynamic WOLS, or Q-lear...
DTR estimation and inference for time-to-event data using DWSurv
Diagnostic Plots for DTR Estimation
Optimal Outcome Prediction for DTRs
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) <DOI:10.18637/jss.v080.i02>; Simoneau et al. (2020) <DOI:10.1080/00949655.2020.1793341>.