Package: MSN 0.1.0
MSN: Multivariate Survival Data with Network Structures
Implements a semi-parametric estimation framework combined with a boosting algorithm to marginally estimate the conditional cumulative distribution function of survival times given informative covariates. It then utilizes the graphical lasso method to reconstruct network structures among multivariate time-to-event variables, accommodating both multivariate outcomes measured within a single dataset and survival times integrated from heterogeneous (multi-source) datasets..
Authors:
MSN_0.1.0.tar.gz
MSN_0.1.0.zip(r-4.7)MSN_0.1.0.zip(r-4.6)MSN_0.1.0.zip(r-4.5)
MSN_0.1.0.tgz(r-4.6-any)MSN_0.1.0.tgz(r-4.5-any)
MSN_0.1.0.tar.gz(r-4.7-any)MSN_0.1.0.tar.gz(r-4.6-any)
MSN_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
MSN/json (API)
| # Install 'MSN' in R: |
| install.packages('MSN', repos = c('https://lchen723.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:bc73e367be. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 120 | ||
| source / vignettes | OK | 134 | ||
| linux-release-x86_64 | OK | 118 | ||
| macos-release-arm64 | OK | 160 | ||
| macos-oldrel-arm64 | OK | 162 | ||
| windows-devel | OK | 83 | ||
| windows-release | OK | 83 | ||
| windows-oldrel | OK | 80 | ||
| wasm-release | OK | 105 |
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Multivariate Survival Data with Network Structures | MSN-package |
| The network estimation for multiple survival times | network_estimate |
| The Bayesian information criterion for determining the tuning parameter | network_estimate_BIC |
| Estimation of the cumulative distribution function of the survival time given the covariates. | semi_estimation |
