REEMtree: Regression Trees with Random Effects for Longitudinal (Panel) Data

This package estimates regression trees with random effects as a way to use data mining techniques to describe longitudinal or panel data.

Author
Rebecca Sela and Jeffrey Simonoff
Date of publication
2011-08-08 05:41:32
Maintainer
Rebecca Sela <rsela@stern.nyu.edu>
License
GPL
Version
0.90.3
URLs

View on CRAN

Man pages

AutoCorrelationLRtest
Test for autocorrelation in the residuals of a RE-EM tree
fitted.REEMtree
Extract the fitted values from a RE-EM tree
is
Is a RE-EM tree object
logLik
Log-likelihood of a RE-EM tree
plot
Plot the RE-EM tree
predict
Predictions from a regression tree with individual-specific...
print
Print a RE-EM Tree object
ranef.REEMtree
Extract the estimated random effects from a RE-EM tree
REEMtree
Create a RE-EM tree
REEMtree.object
Random Effects/Expectation Maximization (RE-EM) Tree Object
REEMtree-package
Regression Trees with Random Effects for Longitudinal (Panel)...
residuals.REEMtree
Extract the residuals from a RE-EM tree
simpleREEMdata
Sample Data for RE-EM trees
tree
Extract the regression tree associated with a RE-EM tree

Files in this package

REEMtree
REEMtree/DESCRIPTION
REEMtree/NAMESPACE
REEMtree/R
REEMtree/R/EMtree-functions.r
REEMtree/data
REEMtree/data/simpleREEMdata.R
REEMtree/inst
REEMtree/inst/CITATION
REEMtree/man
REEMtree/man/AutoCorrelationLRtest.Rd
REEMtree/man/REEMtree-package.Rd
REEMtree/man/REEMtree.Rd
REEMtree/man/REEMtree.object.Rd
REEMtree/man/is.Rd
REEMtree/man/logLik.Rd
REEMtree/man/plot.Rd
REEMtree/man/predict.Rd
REEMtree/man/print.Rd
REEMtree/man/ranef.REEMtree.Rd
REEMtree/man/simpleREEMdata.Rd
REEMtree/man/tree.Rd
REEMtree/man/fitted.REEMtree.Rd
REEMtree/man/residuals.REEMtree.Rd
REEMtree/MD5