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:Qingyang Zhang

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'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 stars 8 scripts 160 downloads 4 exports 13 dependencies

Last updated 2 years agofrom:6632cbe46c. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 22 2024
R-4.5-linuxOKOct 22 2024

Exports:DNetGGMDNetNPNlassoGGMlassoNPN

Dependencies:clicpp11flareglueigraphlatticelifecyclemagrittrMASSMatrixpkgconfigrlangvctrs