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 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 | |
| No Results! | ||
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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 |
| suggests | AER |
| depends | methods , nlme , rpart |
| Contributors | Jeffrey Simonoff, Rebecca Sela |
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