Seagull: lasso, group lasso and sparse-group lasso regularization for linear regression models via proximal gradient descent (BMC Bioinformatics)

Statistical analyses of biological problems in life sciences often lead to high-dimensional linear models. To solve the corresponding system of equations, penalization approaches are often the methods of choic...