Fit the regularization path of linear, logistic or Cox models with overlapping grouped covariates based on the latent group lasso approach. Latent group MCP/SCAD as well as bi-level selection methods, namely the group exponential lasso and the composite MCP are also available. This package serves as an extension of R package 'grpreg' (by Dr. Patrick Breheny <[email protected]>) for grouped variable selection involving overlaps between groups.
|Author||Yaohui Zeng, Patrick Breheny|
|Maintainer||Yaohui Zeng <[email protected]>|
|Package repository||View on GitHub|
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