Package: jlctree 0.0.2

Ningshan Zhang

jlctree: Joint Latent Class Trees for Joint Modeling of Time-to-Event and Longitudinal Data

Implements the tree-based approach to joint modeling of time-to-event and longitudinal data. This approach looks for a tree-based partitioning such that within each estimated latent class defined by a terminal node, the time-to-event and longitudinal responses display a lack of association. See Zhang and Simonoff (2018) <arxiv:1812.01774>.

Authors:Ningshan Zhang and Jeffrey S. Simonoff

jlctree_0.0.2.tar.gz
jlctree_0.0.2.tar.gz(r-4.5-noble)jlctree_0.0.2.tar.gz(r-4.4-noble)
jlctree_0.0.2.tgz(r-4.4-emscripten)jlctree_0.0.2.tgz(r-4.3-emscripten)
jlctree.pdf |jlctree.html✨
jlctree/json (API)

# Install 'jlctree' in R:
install.packages('jlctree', repos = 'https://cloud.r-project.org')
Datasets:
  • data_timeinv - A simulated dataset with time-invariant longitudinal outcome and covariates.
  • data_timevar - A simulated dataset with time-varying longitudinal outcome and covariates.

On CRAN:

Conda:

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

1.00 score 138 downloads 9 exports 15 dependencies

Last updated 4 years agofrom:989833ffb1. Checks:1 OK, 2 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 21 2025
R-4.5-linuxNOTEMar 21 2025
R-4.4-linuxNOTEMar 21 2025

Exports:get_lrtget_node_valget_waldjlctreejlctree.controlprune_treesurvesurvisurvs

Dependencies:bootlatticelme4MASSMatrixminqanlmenloptrrbibutilsRcppRcppEigenRdpackreformulasrpartsurvival

Citation

To cite package ‘jlctree’ in publications use:

Zhang N, Simonoff JS (2021). jlctree: Joint Latent Class Trees for Joint Modeling of Time-to-Event and Longitudinal Data. R package version 0.0.2, https://CRAN.R-project.org/package=jlctree.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {jlctree: Joint Latent Class Trees for Joint Modeling of
      Time-to-Event and Longitudinal Data},
    author = {Ningshan Zhang and Jeffrey S. Simonoff},
    year = {2021},
    note = {R package version 0.0.2},
    url = {https://CRAN.R-project.org/package=jlctree},
  }