Variable selection with multiply-imputed datasets: choosing between stacked and grouped methods

Jiacong Du, Jonathan Boss, Peisong Han +5

Penalized regression methods, such as lasso and elastic net, are used in many biomedical applications when simultaneous regression coefficient estimation and variable selection is…