Package: scout 1.0.4
scout: Implements the Scout Method for Covariance-Regularized Regression
Implements the Scout method for regression, described in "Covariance-regularized regression and classification for high-dimensional problems", by Witten and Tibshirani (2008), Journal of the Royal Statistical Society, Series B 71(3): 615-636.
Authors:
scout_1.0.4.tar.gz
scout_1.0.4.zip(r-4.5)scout_1.0.4.zip(r-4.4)scout_1.0.4.zip(r-4.3)
scout_1.0.4.tgz(r-4.4-x86_64)scout_1.0.4.tgz(r-4.4-arm64)scout_1.0.4.tgz(r-4.3-x86_64)scout_1.0.4.tgz(r-4.3-arm64)
scout_1.0.4.tar.gz(r-4.5-noble)scout_1.0.4.tar.gz(r-4.4-noble)
scout_1.0.4.tgz(r-4.4-emscripten)scout_1.0.4.tgz(r-4.3-emscripten)
scout.pdf |scout.html✨
scout/json (API)
| # Install 'scout' in R: |
| install.packages('scout', repos = c('https://danielawitten.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 9 years agofrom:f4bc2ffc7e. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 08 2024 |
| R-4.5-win-x86_64 | OK | Sep 08 2024 |
| R-4.5-linux-x86_64 | OK | Sep 08 2024 |
| R-4.4-win-x86_64 | OK | Sep 08 2024 |
| R-4.4-mac-x86_64 | OK | Sep 08 2024 |
| R-4.4-mac-aarch64 | OK | Sep 08 2024 |
| R-4.3-win-x86_64 | OK | Sep 08 2024 |
| R-4.3-mac-x86_64 | OK | Sep 08 2024 |
| R-4.3-mac-aarch64 | OK | Sep 08 2024 |
Exports:crossProdLassocv.scoutscout
Dependencies:glasso
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Implements covariance-regularized regression, aka the Scout Method. | scout-package |
| Performs the lasso on the cross product matrices X'X and X'y | crossProdLasso |
| Perform cross-validation for covariance-regularized regression, aka the Scout. | cv.scout |
| Prediction function for covariance-regularized regression, aka the Scout. | predict.scoutobject |
| Print function for scout | print.cvobject |
| Print function for scout | print.scoutobject |
| Covariance-regularized regression, aka the Scout. | scout |
