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


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Documentation for package ‘seagull’ version 1.1.0

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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