CRAN/E | splinetree

splinetree

Longitudinal Regression Trees and Forests

Installation

About

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.

github.com/anna-neufeld/splinetree
Bug report File report

Key Metrics

Version 0.2.0
R ≥ 3.5.0
Published 2019-07-18 1738 days ago
Needs compilation? no
License MIT
License File
CRAN checks splinetree results

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Maintainer

Maintainer

Anna Neufeld

aneufeld@uw.edu

Authors

Anna Neufeld

aut / cre

Brianna Heggeseth

aut / ths

Material

README
NEWS
Reference manual
Package source

In Views

FunctionalData

Vignettes

Introduction to Forest Building with splinetree
Introduction to splinetree
Introduction to Tree Building with splinetree

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

splinetree archive

Depends

R ≥ 3.5.0
rpart
nlme
splines

Imports

mosaic
ggplot2
treeClust
mclust

Suggests

R.rsp
knitr
rmarkdown
testthat