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REEMtree (version 0.90.3)
Regression Trees with Random Effects for Longitudinal (Panel) Data
Description
This package estimates regression trees with random effects as a way to use data mining techniques to describe longitudinal or panel data.
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Version
0.90.5
0.90.4
0.90.3
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Install
install.packages('REEMtree')
Monthly Downloads
352
Version
0.90.3
License
GPL
Maintainer
Rebecca Sela
Last Published
August 8th, 2011
Functions in REEMtree (0.90.3)
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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