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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 <aneufeld at uw.edu> |
| BugReports: | https://github.com/anna-neufeld/splinetree/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/anna-neufeld/splinetree |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| In views: | FunctionalData |
| CRAN checks: | splinetree results |
| Reference manual: | splinetree.pdf |
| Vignettes: |
Introduction to Forest Building with splinetree Introduction to splinetree Introduction to Tree Building with splinetree |
| Package source: | splinetree_0.2.0.tar.gz |
| Windows binaries: | r-devel: splinetree_0.2.0.zip, r-release: splinetree_0.2.0.zip, r-oldrel: splinetree_0.2.0.zip |
| macOS binaries: | r-release (arm64): splinetree_0.2.0.tgz, r-oldrel (arm64): splinetree_0.2.0.tgz, r-release (x86_64): splinetree_0.2.0.tgz, r-oldrel (x86_64): splinetree_0.2.0.tgz |
| Old sources: | splinetree archive |
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