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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

Install

install.packages('REEMtree')

Monthly Downloads

213

Version

0.90.3

License

GPL

Maintainer

Rebecca Sela

Last Published

August 8th, 2011

Functions in REEMtree (0.90.3)

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