cran. To fix this you can add URL: https://djghosh1123.r-universe.dev/glmgraph to the package DESCRIPTION file. See also theR-universe documentation.Package: glmgraph 1.0.3
Li Chen
glmgraph: Graph-Constrained Regularization for Sparse Generalized Linear Models
We propose to use sparse regression model to achieve variable selection while accounting for graph-constraints among coefficients. Different linear combination of a sparsity penalty(L1) and a smoothness(MCP) penalty has been used, which induces both sparsity of the solution and certain smoothness on the linear coefficients.
Authors:
glmgraph_1.0.3.tar.gz
glmgraph_1.0.3.zip(r-4.7-x86_64)glmgraph_1.0.3.zip(r-4.7-arm64)glmgraph_1.0.3.zip(r-4.6-x86_64)glmgraph_1.0.3.zip(r-4.6-arm64)glmgraph_1.0.3.zip(r-4.5-x86_64)
glmgraph_1.0.3.tgz(r-4.6-x86_64)glmgraph_1.0.3.tgz(r-4.6-arm64)glmgraph_1.0.3.tgz(r-4.5-x86_64)glmgraph_1.0.3.tgz(r-4.5-arm64)
glmgraph_1.0.3.tar.gz(r-4.7-arm64)glmgraph_1.0.3.tar.gz(r-4.7-x86_64)glmgraph_1.0.3.tar.gz(r-4.6-arm64)glmgraph_1.0.3.tar.gz(r-4.6-x86_64)
glmgraph_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
glmgraph/json (API)
| # Install 'glmgraph' in R: |
| install.packages('glmgraph', repos = c('https://djghosh1123.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:c018301951 (on master). Checks:15 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 125 | ||
| linux-devel-x86_64 | OK | 129 | ||
| source / vignettes | OK | 178 | ||
| linux-release-arm64 | OK | 116 | ||
| linux-release-x86_64 | OK | 127 | ||
| macos-release-arm64 | OK | 129 | ||
| macos-release-x86_64 | OK | 333 | ||
| macos-oldrel-arm64 | OK | 98 | ||
| macos-oldrel-x86_64 | OK | 451 | ||
| windows-devel-arm64 | OK | 361 | ||
| windows-devel-x86_64 | OK | 172 | ||
| windows-release-arm64 | OK | 359 | ||
| windows-release-x86_64 | OK | 140 | ||
| windows-oldrel-x86_64 | OK | 130 | ||
| wasm-release | OK | 113 |
Exports:cv.glmgraphglmgraph
Dependencies:RcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit a GLM with a combination of sparse and smooth regularization | glmgraph-package |
| Retrieve coefficients from a fitted "cv.glmgraph" object. | coef.cv.glmgraph |
| Retrieve coefficients from a fitted "glmgraph" object. | coef.glmgraph |
| Cross-validation for glmgraph | cv.glmgraph |
| Fit a GLM with a combination of sparse and smooth regularization | glmgraph |
| Plot the cross-validation curve produced by cv.glmgraph | plot.cv.glmgraph |
| Plot coefficients from a "glmgraph" object | plot.glmgraph |
| make prediction from a fitted "cv.glmgraph" object. | predict.cv.glmgraph |
| Model predictions based on a fitted "glmgraph" object. | predict.glmgraph |
| print a glmgraph object | print.cv.glmgraph |