DNetFinder

Estimating Differential Networks under Semiparametric Gaussian Graphical Models

CRAN Package

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.

  • Version1.1
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release03/03/2023

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  • Depends1 package