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longitree  

Decision Tree Analysis for Longitudinal Measurement Data
View on CRAN: Click here


Download and install longitree package within the R console
Install from CRAN:
install.packages("longitree")

Install from Github:
library("remotes")
install_github("cran/longitree")

Install by package version:
library("remotes")
install_version("longitree", "1.0.2")



Attach the package and use:
library("longitree")
Maintained by
Ryoto Obata
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-26
Latest Update: 2026-03-26
Description:
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) <doi:10.1007/s11634-025-00665-2>.
How to cite:
Ryoto Obata (2026). longitree: Decision Tree Analysis for Longitudinal Measurement Data. R package version 1.0.2, https://cran.r-project.org/web/packages/longitree. Accessed 04 Oct. 2026.
Previous versions and publish date:
(2026-08-26 16:40), 1.0.0 (2026-03-26 10:40), 1.0.1 (2026-05-16 17:10)
Other packages that cited longitree R package
View longitree citation profile
Other R packages that longitree depends, imports, suggests or enhances
Complete documentation for longitree
Functions, R codes and Examples using the longitree R package
Full longitree package functions and examples
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