Rdocumentation
powered by
Learn R Programming
⚠️
There's a newer version (0.8-8) of this package.
Take me there.
SIS (version 0.6)
Sure Independence Screening
Description
(Iterative) Sure Independence Screening for Generalized Linear Models and Cox's Proportional Hazards Models
Copy Link
Link to current version
Version
Version
0.8-8
0.8-7
0.8-6
0.8-4
0.8-3
0.8-1
0.7-6
0.7-4
0.7-3
0.7-2
0.7-1
0.6
0.5
0.4
0.3
0.2
0.1
Install
install.packages('SIS')
Monthly Downloads
1,130
Version
0.6
License
GPL-2
Maintainer
Yang Feng
Last Published
September 6th, 2010
Functions in SIS (0.6)
Search all functions
COXvanISISscad
(Iterative) Sure Independence Screening ((I)SIS) in the Cox proportional hazards regression model
getfinalSCADcoefCOX
SCAD regularized loglikelihood for Cox proportional hazards regression models
heart.data
Dataset for SIS
SIS
(Iterative) Sure Independence Screening ((I)SIS) and fitting in Generalized Linear Models and Cox proportional hazards regression models
lung.data
Dataset for SIS
getfinalSCADcoef
SCAD regularized loglikelihood for generalized linear models
GLMvanISISscad
(Iterative) Sure Independence Screening ((I)SIS) in Generalized Linear Models
wtlassocox
Weighted L1 regularized loglikelihood for Cox proportional hazards regression model
wtlassoglm
Weighted L1 regularized loglikelihood for generalized linear models
scadglm
SCAD regularized loglikelihood for generalized linear models
scadcox
SCAD regularized loglikelihood for Cox proportional hazards regression models