seagull

Lasso, Group Lasso, and Sparse-Group Lasso for Mixed Models

CRAN Package

Proximal gradient descent solver for the operators lasso, (fitted) group lasso, and (fitted) sparse-group lasso. The implementation involves backtracking line search and warm starts. Input data needs to be clustered/ grouped for each group lasso variant before calling these algorithms.


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