glmvsd

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

CRAN Package

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.

  • Version1.5
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release08/14/2022

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  • Depends6 packages