splinetree: Longitudinal Regression Trees and Forests (original) (raw)
Builds regression trees and random forests for longitudinal or functional data using a spline projection method. Implements and extends the work of Yu and Lambert (1999) <doi:10.1080/10618600.1999.10474847>. This method allows trees and forests to be built while considering either level and shape or only shape of response trajectories.
| Version: | 0.2.0 |
|---|---|
| Depends: | R (≥ 3.5.0), rpart, nlme, splines |
| Imports: | mosaic, ggplot2, treeClust, mclust |
| Suggests: | R.rsp, knitr, rmarkdown, testthat |
| Published: | 2019-07-18 |
| DOI: | 10.32614/CRAN.package.splinetree |
| Author: | Anna Neufeld [aut, cre], Brianna Heggeseth [aut, ths] |
| Maintainer: | Anna Neufeld |
| BugReports: | https://github.com/anna-neufeld/splinetree/issues |
| License: | MIT + file |
| URL: | https://github.com/anna-neufeld/splinetree |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| In views: | FunctionalData |
| CRAN checks: | splinetree results |
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