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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.
| Version: | 1.1 |
| Depends: | R (≥ 3.3.0), flare, stats |
| Published: | 2023-03-03 |
| DOI: | 10.32614/CRAN.package.DNetFinder |
| Author: | Qingyang Zhang |
| Maintainer: | Qingyang Zhang <qz008 at uark.edu> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | DNetFinder results |
| Reference manual: | DNetFinder.pdf |
| Package source: | DNetFinder_1.1.tar.gz |
| Windows binaries: | r-devel: DNetFinder_1.1.zip, r-release: DNetFinder_1.1.zip, r-oldrel: DNetFinder_1.1.zip |
| macOS binaries: | r-release (arm64): DNetFinder_1.1.tgz, r-oldrel (arm64): DNetFinder_1.1.tgz, r-release (x86_64): DNetFinder_1.1.tgz, r-oldrel (x86_64): DNetFinder_1.1.tgz |
| Old sources: | DNetFinder archive |
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