DTR Estimation and Inference via G-Estimation, Dynamic WOLS, Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv)

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Documentation for package ‘DTRreg’ version 1.7

Help Pages

chooseM Adaptive Choice of the Bootstrap Resample Size M for the m-out-of-n Bootstrap with for DTR Estimation
confint.DTRreg Flexible Confidence Interval Calculations for DTRs
DTRreg DTR Estimation and Inference via G-estimation and Dynamic WOLS
DTRreg.trunc DTR Estimation and Inference via G-estimation and Dynamic WOLS
DWSurv DTR estimation and inference for time-to-event data using DWSurv
gdwols DTR Estimation and Inference via Generalized dWOLS
plot.DTRreg Diagnostic Plots for DTR Estimation
predict.DTRreg Optimal Outcome Prediction for DTRs
print.DTRreg DTR Estimation and Inference via G-estimation and Dynamic WOLS