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splinetree

Longitudinal Regression Trees and Forests

v0.2.0 · Jul 17, 2019 · MIT + file LICENSE

Description

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.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies rpart nlme mosaic ggplot2 treeClust mclust splinetree

Version History

new 0.2.0 Mar 9, 2026