Package: RobinCID 1.0.0.9000
RobinCID: Robust Inference in Complex Innovative Trial Design
Perform robust estimation and inference in platform trials and other master protocol trials. Yuhan Qian, Yifan Yi, Jun Shao, Yanyao Yi, Gregory Levin, Nicole Mayer-Hamblett, Patrick J. Heagerty, Ting Ye (2025) <doi:10.48550/arXiv.2411.12944>.
Authors:
RobinCID_1.0.0.9000.tar.gz
RobinCID_1.0.0.9000.zip(r-4.7)RobinCID_1.0.0.9000.zip(r-4.6)RobinCID_1.0.0.9000.zip(r-4.5)
RobinCID_1.0.0.9000.tgz(r-4.6-any)RobinCID_1.0.0.9000.tgz(r-4.5-any)
RobinCID_1.0.0.9000.tar.gz(r-4.7-any)RobinCID_1.0.0.9000.tar.gz(r-4.6-any)
RobinCID_1.0.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
RobinCID/json (API)
| # Install 'RobinCID' in R: |
| install.packages('RobinCID', repos = c('https://eureeca.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/eureeca/robincid/issues
- example - Trial Data
Last updated from:23c961b550. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 118 | ||
| source / vignettes | OK | 144 | ||
| linux-release-x86_64 | OK | 108 | ||
| macos-release-arm64 | OK | 172 | ||
| macos-oldrel-arm64 | OK | 130 | ||
| windows-devel | OK | 90 | ||
| windows-release | OK | 61 | ||
| windows-oldrel | OK | 67 | ||
| wasm-release | OK | 128 |
Exports:assign_prob_and_strataestimate_effecth_diffh_jac_diffh_jac_odds_ratioh_jac_ratioh_odds_ratioh_ratiopredict_counterfactualrobin_psrobin_wttreatment_effect
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| 'RobinCID' Package | RobinCID-package RobinCID |
| Assign Probability according to Design | assign_prob_and_strata |
| Compute Estimates and Covariance Matrix | estimate_effect |
| Trial Data | example |
| Find Data in a Fit | find_data |
| Contrast Functions and Jacobians | h_diff h_jac_diff h_jac_odds_ratio h_jac_ratio h_odds_ratio h_ratio |
| Counterfactual Prediction | predict_counterfactual |
| Post-Stratification Based Inference | robin_ps |
| Inverse Probability Weighting Based Inference | robin_wt |
| Treatment Effect | difference odds_ratio risk_ratio treatment_effect |
