REEMtree v0.90.3

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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.

Functions in REEMtree

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

Type Package
Date 2011-07-15
License GPL
URL http://pages.stern.nyu.edu/~jsimonof/REEMtree/
Packaged Sun Aug 7 20:38:07 2011; rsela
Repository CRAN
Date/Publication 2011-08-08 05:41:32

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