Package: longitree 1.0.1

Ryoto Obata

longitree: 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) <doi:10.1007/s11634-025-00665-2>.

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

longitree_1.0.1.tar.gz
longitree_1.0.1.tar.gz(r-4.7-arm64)longitree_1.0.1.tar.gz(r-4.7-x86_64)longitree_1.0.1.tar.gz(r-4.6-arm64)longitree_1.0.1.tar.gz(r-4.6-x86_64)
longitree_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
longitree/json (API)
NEWS

# Install 'longitree' in R:
install.packages('longitree', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • fortran– Runtime library for GNU Fortran applications
Datasets:
  • ltreedata - Sample longitudinal data for decision tree examples

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

fortran

1.30 score 541 downloads 5 exports 40 dependencies

Last updated from:7f54074c57. Checks:6 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64OK208
linux-devel-x86_64OK206
source / vignettesOK195
linux-release-arm64OK217
linux-release-x86_64OK224
wasm-releaseOK136

Exports:longitreelongitreesselectionplotthreetreestreeplot

Dependencies:backportsbootcheckmateclicpp11farverFormulaggpartyggplot2gluegtableinumisobandlabelinglatticelibcoinlifecyclelme4MASSMatrixminqamvtnormnlmenloptrpartykitR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangrpartS7scalessurvivalvctrsviridisLitewithr