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.

Package details

AuthorAnna Neufeld [aut, cre], Brianna Heggeseth [aut, ths]
MaintainerAnna Neufeld <[email protected]>
LicenseMIT + file LICENSE
Version0.1.1
URL https://github.com/anna-neufeld/splinetree
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("splinetree")

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splinetree documentation built on Jan. 8, 2019, 1:10 a.m.