This package computes the degrees of freedom of the lasso, elastic net, generalized elastic net and adaptive lasso based on the generalized path seeking algorithm. The optimal model can be selected by model selection criteria including Mallows' Cp, biascorrected AIC (AICc), generalized cross validation (GCV) and BIC.
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Author  Kei Hirose 
Date of publication  20120517 06:51:28 
Maintainer  Kei Hirose <mail@keihirose.com> 
License  GPL (>= 2) 
Version  1.3 
URL  http://www.keihirose.com/. 
Package repository  View on CRAN 
Installation  Install the latest version of this package by entering the following in R:

Functions  

aicc.dfgps  Man page Source code 
bic.dfgps  Man page Source code 
coef.dfgps  Man page Source code 
coef.msgps  Man page Source code 
coef.step.dfgps  Man page Source code 
coefmat.dfgps  Man page Source code 
cp.dfgps  Man page Source code 
dfgps  Man page Source code 
gcv.dfgps  Man page Source code 
msgps  Man page Source code 
plot.df  Man page Source code 
plot.msgps  Man page Source code 
predict.msgps  Man page Source code 
print.msgps  Man page Source code 
summary.msgps  Man page Source code 
Files  

MD5
 
src
 
src/Makevars
 
src/GPS_v3.2.c
 
R
 
R/summary.msgps.R  
R/print.msgps.R  
R/predict.msgps.R  
R/plot.msgps.R  
R/plot.df.R  
R/msgps.R  
R/gcv.dfgps.R  
R/dfgps.R  
R/cp.dfgps.R  
R/coefmat.dfgps.R  
R/coef.step.dfgps.R  
R/coef.msgps.R  
R/coef.dfgps.R  
R/bic.dfgps.R  
R/aicc.dfgps.R  
NAMESPACE
 
man
 
man/summary.msgps.Rd  
man/predict.msgps.Rd  
man/plot.msgps.Rd  
man/msgps.Rd  
DESCRIPTION

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