Package: hetsurrSurv 1.0
hetsurrSurv: Assessing Heterogeneity in Surrogacy Using Censored Data
Provides functions to assess and test for heterogeneity in the utility of a surrogate marker with respect to a baseline covariate using censored (survival data), and to test for heterogeneity across multiple time points. More details will be available in the future in: Parast, L., Tian L, Cai, T. (2023) "Assessing Heterogeneity in Surrogacy Using Censored Data." Under Review.
Authors:
hetsurrSurv_1.0.tar.gz
hetsurrSurv_1.0.zip(r-4.7-any)hetsurrSurv_1.0.zip(r-4.6-any)hetsurrSurv_1.0.zip(r-4.5-any)
hetsurrSurv_1.0.tgz(r-4.6-any)hetsurrSurv_1.0.tgz(r-4.5-any)
hetsurrSurv_1.0.tar.gz(r-4.7-any)hetsurrSurv_1.0.tar.gz(r-4.6-any)
hetsurrSurv_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
hetsurrSurv/json (API)
| # Install 'hetsurrSurv' in R: |
| install.packages('hetsurrSurv', repos = c('https://laylaparast.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/laylaparast/hetsurrsurv/issues
- example.data - Example data
Last updated from:09048a6efb. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 132 | ||
| source / vignettes | OK | 135 | ||
| linux-release-x86_64 | OK | 130 | ||
| macos-release-arm64 | OK | 96 | ||
| macos-oldrel-arm64 | OK | 89 | ||
| windows-devel | OK | 83 | ||
| windows-release | OK | 95 | ||
| windows-oldrel | OK | 93 | ||
| wasm-release | OK | 90 |
Exports:pred.smooth.surv.wpred.smooth.surv.w.sR.main.estimateR.surv.s.wtest.multiplet
Dependencies:DEoptimRgroclatticeMASSMatrixmgcvmvtnormnlmepcaPPplsrobustbaserrcovRsurrogatesurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Example data | example.data |
| Estimates the proportion of treatment effect explained by the surrogate marker as a function of a baseline covariate | R.main.estimate |
| Tests for heterogeneity across multiple timepoints | test.multiplet |
