AutoCorrelationLRtest
(Package: REEMtree) :
Test for autocorrelation in the residuals of a RE-EM tree
This function tests for autocorrelation in the residuals of a RE-EM tree using a likelihood ratio test. The test keeps the tree structure of the RE-EM tree object fixed and uses a standard likelihood ratio test on the linear random effects model.
● Data Source:
CranContrib
● Keywords: htest, models, tree
● Alias: AutoCorrelationLRtest
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This package estimates regression trees with random effects as a way to use data mining techniques to describe longitudinal or panel data.
● Data Source:
CranContrib
● Keywords: tree
● Alias: REEMtree-package
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REEMtree
(Package: REEMtree) :
Create a RE-EM tree
Fit a RE-EM tree to data. This estimates a regression tree combined with a linear random effects model.
● Data Source:
CranContrib
● Keywords: models, tree
● Alias: REEMtree
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REEMtree.object
(Package: REEMtree) :
Random Effects/Expectation Maximization (RE-EM) Tree Object
Object representing a fitted REEMtree .
● Data Source:
CranContrib
● Keywords: models, tree
● Alias: REEMtree.object
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is
(Package: REEMtree) :
Is a RE-EM tree object
This function tests whether an object is of the REEMtree class.
● Data Source:
CranContrib
● Keywords: classes, models, tree
● Alias: is.REEMtree
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logLik
(Package: REEMtree) :
Log-likelihood of a RE-EM tree
This returns the log-likelihood of the effects model of a RE-EM tree. This is the log-likelihood of the random effects model estimated in the RE-EM tree. (The regression tree is not associated with a log-likelihood.)
● Data Source:
CranContrib
● Keywords: models, tree
● Alias: logLik.REEMtree
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plot
(Package: REEMtree) :
Plot the RE-EM tree
Plots the regression tree associated with a RE-EM tree.
● Data Source:
CranContrib
● Keywords: hplot, tree
● Alias: plot.REEMtree
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predict
(Package: REEMtree) :
Predictions from a regression tree with individual-specific effects
Returns a vector of predictions from a fitted RE-EM Tree. Predictions are based on the node of the tree in which the new observation would fall and (optionally) an estimated random effect for the observation.
● Data Source:
CranContrib
● Keywords: models, tree
● Alias: predict.REEMtree
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print
(Package: REEMtree) :
Print a RE-EM Tree object
This function prints a description of a fitted RE-EM tree object.
● Data Source:
CranContrib
● Keywords: print, tree
● Alias: print.REEMtree
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ranef.REEMtree
(Package: REEMtree) :
Extract the estimated random effects from a RE-EM tree
This function extracts the estimated random effects from a fitted RE-EM tree.
● Data Source:
CranContrib
● Keywords: models
● Alias: ranef.REEMtree
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