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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 "priorsense" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'priorsense: Prior Diagnostics and Sensitivity Analysis'
version: 1.0.3
doi: 10.1007/s11222-023-10366-5
identifiers:
- type: doi
  value: 10.32614/CRAN.package.priorsense
abstract: Provides functions for prior and likelihood sensitivity analysis in Bayesian
  models. Currently it implements methods to determine the sensitivity of the posterior
  to power-scaling perturbations of the prior and likelihood.
authors:
- family-names: Kallioinen
  given-names: Noa
  email: noa.kallioinen@aalto.fi
- family-names: Paananen
  given-names: Topi
- family-names: Bürkner
  given-names: Paul-Christian
- family-names: Vehtari
  given-names: Aki
preferred-citation:
  type: article
  title: Detecting and diagnosing prior and likelihood sensitivity with power-scaling
  authors:
  - family-names: Kallioinen
    given-names: Noa
    email: noa.kallioinen@aalto.fi
  - family-names: Paananen
    given-names: Topi
  - family-names: Bürkner
    given-names: Paul-Christian
  - family-names: Vehtari
    given-names: Aki
  year: '2023'
  journal: Statistics and Computing
  volume: '34'
  issue: '57'
  doi: 10.1007/s11222-023-10366-5
repository: https://CRAN.R-project.org/package=priorsense
url: https://n-kall.github.io/priorsense/
date-released: '2024-10-01'
contact:
- family-names: Kallioinen
  given-names: Noa
  email: noa.kallioinen@aalto.fi
references:
- type: article
  title: Pareto smoothed importance sampling
  authors:
  - family-names: Vehtari
    given-names: Aki
  - family-names: Simpson
    given-names: Daniel
  - family-names: Gelman
    given-names: Andrew
  - family-names: Yao
    given-names: Yuling
  - family-names: Gabry
    given-names: Jonah
  journal: Journal of Machine Learning Research
  volume: '25'
  issue: '72'
  year: '2024'
- type: article
  title: Implicitly adaptive importance sampling
  authors:
  - family-names: Paananen
    given-names: Topi
  - family-names: Piironen
    given-names: Juho
  - family-names: Bürkner
    given-names: Paul-Christian
  - family-names: Vehtari
    given-names: Aki
  year: '2021'
  journal: Statistics and Computing
  volume: '31'
  issue: '16'
  doi: 10.1007/s11222-020-09982-2
  start: '1'
  end: '19'