threeboost: Thresholded variable selection and prediction based on estimating equations
Version 1.1

This package implements a thresholded version of the EEBoost algorithm described in [Wolfson (2011, JASA)]. EEBoost is a general-purpose 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 user-provided estimating functions. Thresholded EEBoost is a generalization which allows multiple variables to enter the model at each boosting step.

AuthorJulian Wolfson and Christopher Miller
Date of publication2014-08-11 00:18:02
MaintainerJulian Wolfson <julianw@umn.edu>
LicenseGPL-3
Version1.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("threeboost")

Getting started

Package overview

Popular man pages

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

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
threeboost-package: 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
threeboost-package 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/threeboost-package.R
R/threeboost.R
R/QIC.R
R/traceplot.R
MD5
DESCRIPTION
man
man/coef_traceplot.Rd
man/eeboost.Rd
man/threeboost.Rd
man/threeboost-package.Rd
man/QIC.Rd
man/ee.GEE.Rd
man/geeboost.Rd
threeboost documentation built on May 19, 2017, 1:35 p.m.

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