Decision Tree Analysis for Longitudinal Measurement Data

Implements tree-based methods for longitudinal data. The package constructs decision trees that evaluate both the main effect of a covariate and its interaction with time through a weighted splitting criterion. It supports single-tree construction, bootstrap-based multiple-tree selection, and tree visualisation. For methodological details, see Obata and Sugimoto (2026) .


Reference manual

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install.packages("longitree")

1.0.2 by Ryoto Obata, 2 months ago


Browse source code at https://github.com/cran/longitree


Authors: Ryoto Obata [aut, cre] , Tomoyuki Sugimoto [aut]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports stats, graphics, partykit, ggparty, ggplot2, lme4, utils

Suggests testthat


See at CRAN