Package: fastliu 1.0

Murat Genç
fastliu: Fast Functions for Liu Regression with Regularization Parameter and Statistics
Efficient computation of the Liu regression coefficient paths, Liu-related statistics and information criteria for a grid of the regularization parameter. The computations are based on the 'C++' library 'Armadillo' through the 'R' package 'Rcpp'.
Authors:
fastliu_1.0.tar.gz
fastliu_1.0.tar.gz(r-4.7-arm64)fastliu_1.0.tar.gz(r-4.7-x86_64)fastliu_1.0.tar.gz(r-4.6-arm64)fastliu_1.0.tar.gz(r-4.6-x86_64)
fastliu_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
fastliu/json (API)
| # Install 'fastliu' in R: |
| install.packages('fastliu', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- Hitters - Hitters
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:37ce98a1fb. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 195 | ||
| linux-devel-x86_64 | OK | 180 | ||
| source / vignettes | OK | 180 | ||
| linux-release-arm64 | OK | 193 | ||
| linux-release-x86_64 | OK | 149 | ||
| wasm-release | OK | 168 |
Exports:covliudiagHliuhatliuinfoliulamestliuregpressliustatliu
Dependencies:RcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Extract coefficient estimates from a liureg object | coef.liureg |
| Covariance matrix based on a fitted liureg object. | covliu |
| Diagonal Elements of the Hat Matrix | diagHliu |
| Hat matrix of Liu Regression | hatliu |
| Hitters | Hitters |
| Information Criteria for Liu Regression | infoliu |
| Computation of Liu Tuning Parameter | lamest |
| Fit a Liu Regression Coefficients Path | liureg |
| Plot method for liureg objects | plot.liureg |
| Predict method for liureg objects | predict.liureg |
| Predicted Residual Sum of Squares (PRESS) | pressliu |
| Print method for liureg objects | print.liureg |
| Print Method for Liu Regression Statistics | print.statliu |
| Liu Regression Residuals | residuals.liureg |
| Liu Regression Statistics | statliu |
| Summarizing Liu Regression Fit | summary.liureg |