splinetree: Longitudinal Regression Trees and Forests

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

Documentation:

Reference manual:	splinetree.pdf
Vignettes:	Introduction to Forest Building with splinetree Introduction to splinetree Introduction to Tree Building with splinetree

Downloads:

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

Linking:

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