DTRreg
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 recursive sandwich estimation. Estimation and inference for survival outcomes via Dynamic Weighted Survival Modeling (DWSurv). Extension to continuous treatment variables. doi:10.18637/jss.v080.i02; doi:10.1080/00949655.2020.1793341.
- Version2.2
- R version≥ 3.5.0
- LicenseGPL-2
- Needs compilation?No
- Wallace et al. (2017)
- Simoneau et al. (2020)
- Last release03/23/2024
Documentation
Team
Shannon T. Holloway
Michael Wallace
Erica E M Moodie
David A Stephens
Gabrielle Simoneau
Juliana Schulz
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- Imports2 packages