glmvsd: Variable Selection Deviation Measures and Instability Tests for High-Dimensional Generalized Linear Models

Variable selection deviation (VSD) measures and instability tests for high-dimensional model selection methods such as LASSO, SCAD and MCP, etc., to decide whether the sparse patterns identified by those methods are reliable.

Getting started

Package details

AuthorYing Nan <>, Yanjia Yu <>, Yuhong Yang <>, Yi Yang <>
MaintainerYi Yang <>
Package repositoryView on CRAN
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glmvsd documentation built on May 2, 2019, 9:21 a.m.