<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Estimating Differential Networks under Semiparametric Gaussian
Graphical Models</dc:title>
  <dc:title>R package DNetFinder version 1.1</dc:title>
  <dc:description>Provides a modified hierarchical test (Liu (2017) &lt;doi:10.1214/17-AOS1539&gt;) 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. </dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.3.0), flare, stats</dc:relation>
  <dc:creator>Qingyang Zhang &lt;qz008@uark.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Qingyang Zhang</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2023-03-03</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=DNetFinder</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.DNetFinder</dc:identifier>
</oai_dc:dc>