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

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


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install.packages("DTRreg")

1.7 by Michael Wallace, 10 days ago


Browse source code at https://github.com/cran/DTRreg


Authors: Michael Wallace , Erica E M Moodie , David A Stephens , Gabrielle Simoneau and Juliana Schulz


Documentation:   PDF Manual  


GPL-2 license


Imports graphics, stats, utils, dplyr, MASS


See at CRAN