CRAN/E | DNetFinder

DNetFinder

Estimating Differential Networks under Semiparametric Gaussian Graphical Models

Installation

About

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.

Key Metrics

Version 1.1
R ≥ 3.3.0
Published 2023-03-03 409 days ago
Needs compilation? no
License GPL-3
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Maintainer

Maintainer

Qingyang Zhang

qz008@uark.edu

Authors

Qingyang Zhang

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Old Sources

DNetFinder archive

Depends

R ≥ 3.3.0
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