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

## Documentation for package ‘seagull’ version 1.1.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

fitted_group_lasso | Lasso, (fitted) group lasso, and (fitted) sparse-group lasso
fitted_sparse_group_lasso | Lasso, (fitted) group lasso, and (fitted) sparse-group lasso
genotypes | Simulated genotypes
groups | Group indices for explanatory variables
group_lasso | Lasso, (fitted) group lasso, and (fitted) sparse-group lasso
lambda_max | Maximal lambda
lambda_max_fitted_group_lasso | Maximal lambda
lambda_max_group_lasso | Maximal lambda
lambda_max_lasso | Maximal lambda
lambda_max_sparse_group_lasso | Maximal lambda
lasso | Lasso, (fitted) group lasso, and (fitted) sparse-group lasso
lasso_variants | Lasso, (fitted) group lasso, and (fitted) sparse-group lasso
phenotypes | Simulated phenotypes
seagull | Mixed model fitting with lasso, group lasso, or sparse-group lasso regularization
seagull_bisection | Internal bisection algorithm
seagull_data | A simulated data set to get quickly started
seagull_fitted_group_lasso | Lasso, (fitted) group lasso, and (fitted) sparse-group lasso
seagull_fitted_sparse_group_lasso | Lasso, (fitted) group lasso, and (fitted) sparse-group lasso
seagull_group_lasso | Lasso, (fitted) group lasso, and (fitted) sparse-group lasso
seagull_lasso | Lasso, (fitted) group lasso, and (fitted) sparse-group lasso
seagull_sparse_group_lasso | Lasso, (fitted) group lasso, and (fitted) sparse-group lasso
sparse_group_lasso | Lasso, (fitted) group lasso, and (fitted) sparse-group lasso