This package implements a thresholded version of the EEBoost algorithm described in [Wolfson (2011, JASA)]. EEBoost is a generalpurpose method for variable selection which can be applied whenever inference would be based on an estimating equation. The package currently implements variable selection based on the Generalized Estimating Equations, but can also accommodate userprovided estimating functions. Thresholded EEBoost is a generalization which allows multiple variables to enter the model at each boosting step.
Author  Julian Wolfson and Christopher Miller 
Date of publication  20140811 00:18:02 
Maintainer  Julian Wolfson <julianw@umn.edu> 
License  GPL3 
Version  1.1 
Package repository  View on CRAN 
Installation  Install the latest version of this package by entering the following in R:



All man pages Function index File listing
Man pages  

coef_traceplot: Draw a coefficient traceplot  
eeboost: EEBoost  
ee.GEE: GEE estimating functions  
geeboost: GEEBoost  
QIC: Pan's QIC  
threeboost: Thresholded EEBoost  
threeboostpackage: Thresholded boosting based on estimating equations 
Functions  

QIC  Man page Source code 
QIC.bin  Source code 
QIC.lin  Source code 
QIC.pois  Source code 
coef_traceplot  Man page Source code 
ee.GEE  Man page Source code 
ee.GEE.aux  Man page Source code 
ee.GEEBin  Source code 
ee.GEEBin.aux  Source code 
ee.GEELin  Source code 
ee.GEELin.aux  Source code 
ee.GEEPois  Source code 
ee.GEEPois.aux  Source code 
eeboost  Man page Source code 
expit  Source code 
g.Bin  Source code 
g.Lin  Source code 
g.Pois  Source code 
geeboost  Man page Source code 
mu.Bin  Source code 
mu.Lin  Source code 
mu.Pois  Source code 
threeboost  Man page Source code 
threeboostpackage  Man page 
v.Bin  Source code 
v.Lin  Source code 
v.Pois  Source code 
Files  

NAMESPACE
 
R
 
R/geefns.R  
R/eeboost.R  
R/geeboost.R  
R/threeboostpackage.R  
R/threeboost.R  
R/QIC.R  
R/traceplot.R  
MD5
 
DESCRIPTION
 
man
 
man/coef_traceplot.Rd  
man/eeboost.Rd  
man/threeboost.Rd  
man/threeboostpackage.Rd  
man/QIC.Rd  
man/ee.GEE.Rd  
man/geeboost.Rd 
Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.
Please suggest features or report bugs in the GitHub issue tracker.
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