Randomized boosting with multivariable base-learners for high-dimensional variable selection and prediction (BMC Bioinformatics)

Statistical boosting is a computational approach to select and estimate interpretable prediction models for high-dimensional biomedical data, leading to implicit regularization and variable selection when comb...