Joint Feature Screening via Sparse MLE

Documentation for package ‘SMLE’ version 0.3.1

smle-package	Joint SMLE-screening for generalized linear models
Gen_Data	Data simulator for high-dimensional GLMs
plot.selection	Plots to visualize the selection steps
plot.smle	Plots to visualize the SMLE screening step
print.sdata	Print function for simulated data
print.selection	Print a selection object from smle_select
print.smle	Print a SMLE object from SMLE
SMLE	Joint feature screening via sparse maximum likelihood estimation for GLMs
smle_select	Elaborative feature selection with SMLE
smle_select.default	Elaborative feature selection with SMLE
smle_select.sdata	Elaborative feature selection with SMLE
smle_select.smle	Elaborative feature selection with SMLE