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 |