Package: Grace 0.5.3
Grace: Graph-Constrained Estimation and Hypothesis Tests
Use the graph-constrained estimation (Grace) procedure (Zhao and Shojaie, 2016 <doi:10.1111/biom.12418>) to estimate graph-guided linear regression coefficients and use the Grace/GraceI/GraceR tests to perform graph-guided hypothesis tests on the association between the response and the predictors.
Authors:
Grace_0.5.3.tar.gz
Grace_0.5.3.zip(r-4.7)Grace_0.5.3.zip(r-4.6)Grace_0.5.3.zip(r-4.5)
Grace_0.5.3.tgz(r-4.6-any)Grace_0.5.3.tgz(r-4.5-any)
Grace_0.5.3.tar.gz(r-4.7-any)Grace_0.5.3.tar.gz(r-4.6-any)
Grace_0.5.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
Grace/json (API)
| # Install 'Grace' in R: |
| install.packages('Grace', repos = c('https://sen-zhao.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/sen-zhao/grace/issues
Last updated from:b667014c71. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 121 | ||
| source / vignettes | OK | 133 | ||
| linux-release-x86_64 | OK | 123 | ||
| macos-release-arm64 | OK | 164 | ||
| macos-oldrel-arm64 | OK | 188 | ||
| windows-devel | OK | 91 | ||
| windows-release | OK | 83 | ||
| windows-oldrel | OK | 67 | ||
| wasm-release | OK | 95 |
Exports:gracegrace.testgraceI.testmake.L
Dependencies:codetoolsforeachglmnetiteratorslarslatticeMASSMatrixRcppRcppEigenscalregshapesurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Graph-Constrained Estimation | grace |
| Graph-Constrained Hypothesis Testing Procedure | grace.test |
| Graph-Constrained Hypothesis Testing Procedure | graceI.test |
| Graph Laplacian Matrix Builder | make.L |
