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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 "inlabru" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'inlabru: Bayesian Latent Gaussian Modelling using INLA and Extensions'
version: 2.11.1
doi: 10.1111/2041-210X.13168
identifiers:
- type: doi
  value: 10.32614/CRAN.package.inlabru
- type: url
  value: https://inlabru-org.github.io/inlabru/
abstract: Facilitates spatial and general latent Gaussian modeling using integrated
  nested Laplace approximation via the INLA package (<https://www.r-inla.org>). Additionally,
  extends the GAM-like model class to more general nonlinear predictor expressions,
  and implements a log Gaussian Cox process likelihood for modeling univariate and
  spatial point processes based on ecological survey data. Model components are specified
  with general inputs and mapping methods to the latent variables, and the predictors
  are specified via general R expressions, with separate expressions for each observation
  likelihood model in multi-likelihood models. A prediction method based on fast Monte
  Carlo sampling allows posterior prediction of general expressions of the latent
  variables. Ecology-focused introduction in Bachl, Lindgren, Borchers, and Illian
  (2019) <https://doi.org/10.1111/2041-210X.13168>.
authors:
- family-names: Lindgren
  given-names: Finn
  email: finn.lindgren@gmail.com
  orcid: https://orcid.org/0000-0002-5833-2011
- family-names: Bachl
  given-names: Fabian E.
  email: bachlfab@gmail.com
preferred-citation:
  type: article
  title: 'inlabru: an R package for Bayesian spatial modelling from ecological survey
    data'
  authors:
  - family-names: Bachl
    given-names: Fabian E.
    email: bachlfab@gmail.com
  - family-names: Lindgren
    given-names: Finn
    email: finn.lindgren@gmail.com
    orcid: https://orcid.org/0000-0002-5833-2011
  - family-names: Borchers
    given-names: David L.
  - family-names: Illian
    given-names: Janine B.
  year: '2019'
  journal: Methods in Ecology and Evolution
  volume: '10'
  doi: 10.1111/2041-210X.13168
  publisher:
    name: British Ecological Society
  start: '760'
  end: '766'
repository: https://CRAN.R-project.org/package=inlabru
repository-code: https://github.com/inlabru-org/inlabru
url: http://www.inlabru.org
date-released: '2024-07-01'
contact:
- family-names: Lindgren
  given-names: Finn
  email: finn.lindgren@gmail.com
  orcid: https://orcid.org/0000-0002-5833-2011
references:
- type: article
  title: Point process models for spatio-temporal distance sampling data from a large-scale
    survey of blue whales
  authors:
  - name: Yuan
  - name: Bachl
  - family-names: E.
    given-names: Fabian
  - name: Lindgren
  - name: Finn
  - name: Borchers
  - family-names: L.
    given-names: David
  - name: Illian
  - family-names: B.
    given-names: Janine
  - name: Buckland
  - family-names: T.
    given-names: Stephen
  - name: Rue
  - name: Håvard
  - name: Gerrodette
  - name: Tim
  doi: 10.1214/17-AOAS1078
  journal: Ann. Appl. Stat.
  month: '12'
  issue: '4'
  publisher:
    name: The Institute of Mathematical Statistics
  volume: '11'
  year: '2017'
  start: '2270'
  end: '2297'