Package: REEMtree 0.90.5
Wenbo Jing
REEMtree: Regression Trees with Random Effects for Longitudinal (Panel) Data
A data mining approach for longitudinal and clustered data, which combines the structure of mixed effects model with tree-based estimation methods. See Sela, R.J. and Simonoff, J.S. (2012) RE-EM trees: a data mining approach for longitudinal and clustered data <doi:10.1007/s10994-011-5258-3>.
Authors:
REEMtree_0.90.5.tar.gz
REEMtree_0.90.5.tar.gz(r-4.5-noble)REEMtree_0.90.5.tar.gz(r-4.4-noble)
REEMtree_0.90.5.tgz(r-4.4-emscripten)REEMtree_0.90.5.tgz(r-4.3-emscripten)
REEMtree.pdf |REEMtree.html✨
REEMtree/json (API)
| # Install 'REEMtree' in R: |
| install.packages('REEMtree', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- simpleREEMdata - Sample Data for RE-EM trees
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 11 months agofrom:90c0616d09. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 19 2024 |
| R-4.5-linux | OK | Aug 19 2024 |
Exports:AutoCorrelationLRtestfitted.REEMtreeis.REEMtreelogLik.REEMtreeplot.REEMtreepredict.REEMtreeprint.REEMtreeranef.REEMtreeREEMtreeresiduals.REEMtreetreetree.REEMtree
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Regression Trees with Random Effects for Longitudinal (Panel) Data | REEMtree-package |
| Test for autocorrelation in the residuals of a RE-EM tree | AutoCorrelationLRtest |
| Extract the fitted values from a RE-EM tree | fitted.REEMtree |
| Is a RE-EM tree object | is.REEMtree |
| Log-likelihood of a RE-EM tree | logLik.REEMtree |
| Plot the RE-EM tree | plot.REEMtree |
| Predictions from a regression tree with individual-specific effects | predict.REEMtree |
| Print a RE-EM Tree object | print.REEMtree |
| Extract the estimated random effects from a RE-EM tree | ranef.REEMtree |
| Create a RE-EM tree | REEMtree |
| Random Effects/Expectation Maximization (RE-EM) Tree Object | REEMtree.object |
| Extract the residuals from a RE-EM tree | residuals.REEMtree |
| Sample Data for RE-EM trees | simpleREEMdata |
| Extract the regression tree associated with a RE-EM tree | tree tree.REEMtree |