Joint Feature Screening via Sparse MLE

Documentation for package ‘SMLE’ version 1.1.1

smle-package	Joint SMLE-screening for generalized linear models
coef.selection	Extract coefficient from fitted model
coef.smle	Extract coefficient from fitted model
Gen_Data	Data simulator for high-dimensional
logLik.selection	Extract log-likelihood
logLik.smle	Extract log-likelihood
plot.selection	Plots to visualize the selection
plot.smle	Plots to visualize the SMLE screening step
predict.selection	Prediction based on SMLE screening and selection
predict.smle	Prediction based on SMLE screening and selection
print.sdata	Print a SMLE object
print.selection	Print a SMLE object
print.smle	Print a SMLE object
print.summary.smle	Print a SMLE object
SMLE	Joint feature screening via sparse maximum likelihood estimation for GLMs
SMLE.default	Joint feature screening via sparse maximum likelihood estimation for GLMs
SMLE.formula	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
summary.selection	summary a SMLE object from SMLE
summary.smle	summary a SMLE object from SMLE