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# CITATION 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 "glmmTMB" in publications use:'
type: software
license: AGPL-3.0-only
title: 'glmmTMB: Generalized Linear Mixed Models using Template Model Builder'
version: 1.1.15
doi: 10.32614/RJ-2017-066
identifiers:
- type: doi
  value: 10.32614/CRAN.package.glmmTMB
abstract: Fit linear and generalized linear mixed models with various extensions,
  including zero-inflation. The models are fitted using maximum likelihood estimation
  via 'TMB' (Template Model Builder). Random effects are assumed to be Gaussian on
  the scale of the linear predictor and are integrated out using the Laplace approximation.
  Gradients are calculated using automatic differentiation.
authors:
- family-names: Brooks
  given-names: Mollie
  email: mollieebrooks@gmail.com
  orcid: https://orcid.org/0000-0001-6963-8326
- family-names: Bolker
  given-names: Ben
  orcid: https://orcid.org/0000-0002-2127-0443
- family-names: Kristensen
  given-names: Kasper
- family-names: Maechler
  given-names: Martin
  orcid: https://orcid.org/0000-0002-8685-9910
- family-names: Magnusson
  given-names: Arni
  orcid: https://orcid.org/0000-0003-2769-6741
- family-names: Skaug
  given-names: Hans
  orcid: https://orcid.org/0000-0003-4235-2592
- family-names: Nielsen
  given-names: Anders
  orcid: https://orcid.org/0000-0001-9683-9262
- family-names: Berg
  given-names: Casper
  orcid: https://orcid.org/0000-0002-3812-5269
- family-names: Bentham
  given-names: Koen
  name-particle: van
preferred-citation:
  type: article
  title: glmmTMB Balances Speed and Flexibility Among Packages for Zero-inflated Generalized
    Linear Mixed Modeling
  authors:
  - family-names: Brooks
    given-names: Mollie E.
  - family-names: Kristensen
    given-names: Kasper
  - family-names: van
    given-names: Koen J.
    name-suffix: Benthem
  - family-names: Magnusson
    given-names: Arni
    orcid: https://orcid.org/0000-0003-2769-6741
  - family-names: Berg
    given-names: Casper W.
  - family-names: Nielsen
    given-names: Anders
    orcid: https://orcid.org/0000-0001-9683-9262
  - family-names: Skaug
    given-names: Hans J.
  - family-names: Maechler
    given-names: Martin
    orcid: https://orcid.org/0000-0002-8685-9910
  - family-names: Bolker
    given-names: Benjamin M.
  year: '2017'
  journal: The R Journal
  doi: 10.32614/RJ-2017-066
  volume: '9'
  issue: '2'
  start: '378'
  end: '400'
repository: https://robackerman.r-universe.dev
repository-code: https://github.com/glmmTMB/glmmTMB
commit: fb28c4a839caa5bdc028885c3b7f083e4dabc9e5
url: https://github.com/glmmTMB/glmmTMB
date-released: '2026-06-09'
contact:
- family-names: Brooks
  given-names: Mollie
  email: mollieebrooks@gmail.com
  orcid: https://orcid.org/0000-0001-6963-8326
references:
- type: article
  title: Parsimoniously Fitting Large Multivariate Random Effects in glmmTMB
  authors:
  - family-names: McGillycuddy
    given-names: Maeve
    email: m.mcgillycuddy@unsw.edu.au
  - family-names: Warton
    given-names: David I.
  - family-names: Popovic
    given-names: Gordana
  - family-names: Bolker
    given-names: Benjamin M.
  journal: Journal of Statistical Software
  year: '2025'
  volume: '112'
  issue: '1'
  doi: 10.18637/jss.v112.i01
  start: '1'
  end: '19'