Package: drsurv 0.1.0
drsurv: Doubly Robust Estimation of Survival Differences with Censored Data
An implementation of several doubly robust estimators for the survival difference at a given time point and one more complex doubly robust estimator for the survival curve process. The estimators are doubly robust in the sense that they are consistent if the censoring model is correctly specified for censoring and either the outcome model is correctly specified for confounding or the exposure model is correctly specified for confounding. See <doi:10.48550/arXiv.2310.16207> for more details and examples.
Authors:
drsurv_0.1.0.tar.gz
drsurv_0.1.0.zip(r-4.7-any)drsurv_0.1.0.zip(r-4.6-any)drsurv_0.1.0.zip(r-4.5-any)
drsurv_0.1.0.tgz(r-4.6-any)drsurv_0.1.0.tgz(r-4.5-any)
drsurv_0.1.0.tar.gz(r-4.7-any)drsurv_0.1.0.tar.gz(r-4.6-any)
drsurv_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
drsurv/json (API)
| # Install 'drsurv' in R: |
| install.packages('drsurv', repos = c('https://sachsmc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/sachsmc/drsurv/issues
Datasets:
- rotterdam - Rotterdam dataset from survival
Last updated from:9496887f5b. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 190 | ||
| source / vignettes | OK | 243 | ||
| linux-release-x86_64 | NOTE | 189 | ||
| macos-release-arm64 | NOTE | 173 | ||
| macos-oldrel-arm64 | NOTE | 133 | ||
| windows-devel | NOTE | 133 | ||
| windows-release | NOTE | 148 | ||
| windows-oldrel | NOTE | 144 | ||
| wasm-release | OK | 132 |
Exports:blanche_survdiffEventpseudo_survdiffsjovan_survdiffSurv
Dependencies:backportsbootbroomclicodetoolscpp11digestdplyreventglmfuturefuture.applygeepackgenericsglobalsgluelatticelavalifecyclelistenvmagrittrMASSMatrixmetsmvtnormnumDerivparallellypillarpkgconfigprogressrpurrrR6RcppRcppArmadillorlangsandwichSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimeregutf8vctrswithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Estimate the survival probabilities in two treatment groups at several times | blanche_survdiff |
| Estimate the survival probabilities in two treatment groups at several times | pseudo_survdiff |
| Rotterdam dataset from survival | rotterdam |
| Estimate the survival curves in two treatment groups | sjovan_survdiff |
