Package: DTRreg 2.2
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. Wallace et al. (2017) <doi:10.18637/jss.v080.i02>; Simoneau et al. (2020) <doi:10.1080/00949655.2020.1793341>.
Authors:
DTRreg_2.2.tar.gz
DTRreg_2.2.zip(r-4.5)DTRreg_2.2.zip(r-4.4)DTRreg_2.2.zip(r-4.3)
DTRreg_2.2.tgz(r-4.4-any)DTRreg_2.2.tgz(r-4.3-any)
DTRreg_2.2.tar.gz(r-4.5-noble)DTRreg_2.2.tar.gz(r-4.4-noble)
DTRreg_2.2.tgz(r-4.4-emscripten)DTRreg_2.2.tgz(r-4.3-emscripten)
DTRreg.pdf |DTRreg.html✨
DTRreg/json (API)
NEWS
| # Install 'DTRreg' in R: |
| install.packages('DTRreg', repos = c('https://sth1402.r-universe.dev', 'https://cloud.r-project.org')) |
- twoStageCens - Toy Two-Stage Trial Datasets
- twoStageCont - Toy Two-Stage Trial Datasets
- twoStageSurv - Toy Two-Stage Trial Datasets
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 8 months agofrom:49501ba0e4. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 06 2024 |
| R-4.5-win | OK | Nov 06 2024 |
| R-4.5-linux | OK | Nov 06 2024 |
| R-4.4-win | OK | Nov 06 2024 |
| R-4.4-mac | OK | Nov 06 2024 |
| R-4.3-win | OK | Nov 06 2024 |
| R-4.3-mac | OK | Nov 06 2024 |
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Adaptive Choice of the Bootstrap Resample Size M | chooseM |
| Confidence Interval Calculations for DTRs | confint.DTRreg |
| Toy Two-Stage Trial Datasets | data twoStageCens twoStageCont twoStageSurv |
| DTR Estimation and Inference via G-estimation, Dynamic WOLS, or Q-learning | coef.DTRreg DTRreg print.DTRreg summary.DTRreg |
| DTR estimation and inference for time-to-event data using DWSurv | DWSurv |
| Diagnostic Plots for DTR Estimation | plot.DTRreg |
| Optimal Outcome Prediction for DTRs | predict.DTRreg |
