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grpregOverlap (version 2.2-0)

grpregOverlap-package: Penalized regression models with overlapping grouped variables.

Description

This package fits regularization paths for linear, logistic or poisson regression models with overlapping grouped variables. The idea of the latent group lasso penalty (Jacob et al., 2009) is implemented and extended to group MCP, and group SCAD for overlapping group selection.

Arguments

Details

The package is built upon the R package grpreg by Dr. Patrick Breheny. The following functions are documented in the help pages:

The following data sets are documented in the help pages:

References

Examples

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## see examples in grpregOverlap

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