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# CITATION.cff file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "lgpr" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'lgpr: Longitudinal Gaussian Process Regression'
version: 1.2.5
doi: 10.1093/bioinformatics/btab021
identifiers:
- type: doi
  value: 10.32614/CRAN.package.lgpr
abstract: Interpretable nonparametric modeling of longitudinal data using additive
  Gaussian process regression. Contains functionality for inferring covariate effects
  and assessing covariate relevances. Models are specified using a convenient formula
  syntax, and can include shared, group-specific, non-stationary, heterogeneous and
  temporally uncertain effects. Bayesian inference for model parameters is performed
  using 'Stan'. The modeling approach and methods are described in detail in Timonen
  et al. (2021) <https://doi.org/10.1093/bioinformatics/btab021>.
authors:
- family-names: Timonen
  given-names: Juho
  email: juho.timonen@iki.fi
  orcid: https://orcid.org/0000-0003-2341-6765
preferred-citation:
  type: article
  title: 'lgpr: an interpretable non-parametric method for inferring covariate effects
    from longitudinal data'
  authors:
  - family-names: Timonen
    given-names: Juho
    email: juho.timonen@iki.fi
    orcid: https://orcid.org/0000-0003-2341-6765
  - family-names: Mannerström
    given-names: Henrik
  - family-names: Vehtari
    given-names: Aki
  - family-names: Lähdesmäki
    given-names: Harri
  journal: Bioinformatics
  volume: '37'
  issue: '13'
  year: '2021'
  url: https://doi.org/10.1093/bioinformatics/btab021
  start: '1860'
  end: '1867'
  doi: 10.1093/bioinformatics/btab021
repository: https://cran.r-universe.dev
repository-code: https://github.com/jtimonen/lgpr
commit: 00c84cd224f88e704aa143098497668f5e8e137c
url: https://github.com/jtimonen/lgpr
date-released: '2025-10-31'
contact:
- family-names: Timonen
  given-names: Juho
  email: juho.timonen@iki.fi
  orcid: https://orcid.org/0000-0003-2341-6765