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:Yuhan Qian [aut, cre, cph], Ting Ye [aut], Yanyao Yi [aut], Marlena Bannick [aut]

RobinCID_1.0.0.9000.tar.gz
RobinCID_1.0.0.9000.zip(r-4.7-any)RobinCID_1.0.0.9000.zip(r-4.6-any)RobinCID_1.0.0.9000.zip(r-4.5-any)
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

Datasets:

On CRAN:

Conda:

3.60 score 8 stars 325 downloads 12 exports 4 dependencies

Last updated from:23c961b550. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK116
source / vignettesOK213
linux-releaseOK112
macos-releaseOK168
macos-oldrelOK166
windows-develOK58
windows-releaseOK69
windows-oldrelOK61
wasm-releaseOK99

Exports:assign_prob_and_strataestimate_effecth_diffh_jac_diffh_jac_odds_ratioh_jac_ratioh_odds_ratioh_ratiopredict_counterfactualrobin_psrobin_wttreatment_effect

Dependencies:backportscheckmateMASSnumDeriv

Readme and manuals

Help Manual

Help pageTopics
'RobinCID' PackageRobinCID-package RobinCID
Assign Probability according to Designassign_prob_and_strata
Compute Estimates and Covariance Matrixestimate_effect
Trial Dataexample
Find Data in a Fitfind_data
Contrast Functions and Jacobiansh_diff h_jac_diff h_jac_odds_ratio h_jac_ratio h_odds_ratio h_ratio
Counterfactual Predictionpredict_counterfactual
Post-Stratification Based Inferencerobin_ps
Inverse Probability Weighting Based Inferencerobin_wt
Treatment Effectdifference odds_ratio risk_ratio treatment_effect