Package: DNetFinder 1.1
Qingyang Zhang
DNetFinder: Estimating Differential Networks under Semiparametric Gaussian Graphical Models
Provides a modified hierarchical test (Liu (2017) <doi:10.1214/17-AOS1539>) for detecting the structural difference between two Semiparametric Gaussian graphical models. The multiple testing procedure asymptotically controls the false discovery rate (FDR) at a user-specified level. To construct the test statistic, a truncated estimator is used to approximate the transformation functions and two R functions including lassoGGM() and lassoNPN() are provided to compute the lasso estimates of the regression coefficients.
Authors:
DNetFinder_1.1.tar.gz
DNetFinder_1.1.tar.gz(r-4.5-noble)DNetFinder_1.1.tar.gz(r-4.4-noble)
DNetFinder_1.1.tgz(r-4.4-emscripten)DNetFinder_1.1.tgz(r-4.3-emscripten)
DNetFinder.pdf |DNetFinder.html✨
DNetFinder/json (API)
| # Install 'DNetFinder' in R: |
| install.packages('DNetFinder', repos = c('https://cran.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 2 years agofrom:6632cbe46c. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 21 2024 |
| R-4.5-linux | OK | Dec 21 2024 |
Exports:DNetGGMDNetNPNlassoGGMlassoNPN
Dependencies:clicpp11flareglueigraphlatticelifecyclemagrittrMASSMatrixpkgconfigrlangvctrs
