Subgroup Identification with Latent Factor Structure

[Up] [Top]

Documentation for package ‘SILFS’ version 0.1.0

Help Pages

BIC_PFP Selecting Tuning Parameter for Factor Adjusted-Pairwise Fusion Penalty (FA-PFP) Method via corresponding BIC
BIC_SILFS Selecting Tuning Parameter for SILFS Method via corresponding BIC
DCADMM_iter_l1 SILFS-Based Subgroup Identification and Variable Selection Optimized by DC-ADMM under the L1 Distance
DCADMM_iter_l2 SILFS-Based Subgroup Identification and Variable Selection Optimized by DC-ADMM under the L2 Distance
FA_PFP Factor Adjusted-Pairwise Fusion Penalty (FA-PFP) Method for Subgroup Identification and Variable Selection
INIT Initialization Function for the Intercept Parameter
SCAR Standard Center Augmented Regularization (S-CAR) Method for Subgroup Identification and Variable Selection
SILFS SILFS-Based Subgroup Identification and Variable Selection Optimized by Coordinate Descent under the L2 Distance