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DTRreg  

DTR Estimation and Inference via G-Estimation, Dynamic WOLS, Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv)
View on CRAN: Click here


Download and install DTRreg package within the R console
Install from CRAN:
install.packages("DTRreg")

Install from Github:
library("remotes")
install_github("cran/DTRreg")

Install by package version:
library("remotes")
install_version("DTRreg", "2.2")



Attach the package and use:
library("DTRreg")
Maintained by
Shannon T. Holloway
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-03-09
Latest Update: 2020-09-13
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) .
How to cite:
Shannon T. Holloway (2016). DTRreg: DTR Estimation and Inference via G-Estimation, Dynamic WOLS, Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv). R package version 2.2, https://cran.r-project.org/web/packages/DTRreg. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2016-03-09 00:52), 1.1 (2016-11-03 19:04), 1.2 (2017-05-19 22:48), 1.3 (2017-08-30 22:19), 1.4 (2019-08-21 23:50), 1.5 (2019-10-17 19:30), 1.6 (2020-08-11 19:12), 1.7 (2020-09-13 18:10), 2.0 (2023-11-19 23:20), 2.1 (2024-03-14 22:30)
Other packages that cited DTRreg R package
View DTRreg citation profile
Other R packages that DTRreg depends, imports, suggests or enhances
Complete documentation for DTRreg
Functions, R codes and Examples using the DTRreg R package
Some associated functions: DTRreg . DWSurv . chooseM . confint.DTRreg . gdwols . plot.DTRreg . predict.DTRreg . 
Some associated R codes: DTRreg.R .  Full DTRreg package functions and examples
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