To cite the priorsense package:

Kallioinen N, Paananen T, Bürkner P, Vehtari A (2026). “priorsense: Efficient prior and likelihood sensitivity checks for Bayesian models in R.” Journal of Open Source Software, 11. doi:10.21105/joss.11036.

To cite the power-scaling sensitivity check method:

Kallioinen N, Paananen T, Bürkner P, Vehtari A (2023). “Detecting and diagnosing prior and likelihood sensitivity with power-scaling.” Statistics and Computing, 34. doi:10.1007/s11222-023-10366-5.

To cite Pareto-smoothed importance sampling:

Vehtari A, Simpson D, Gelman A, Yao Y, Gabry J (2024). “Pareto smoothed importance sampling.” Journal of Machine Learning Research, 25.

To cite importance weighted moment matching:

Paananen T, Piironen J, Bürkner P, Vehtari A (2021). “Implicitly adaptive importance sampling.” Statistics and Computing, 31, 1–19. doi:10.1007/s11222-020-09982-2.

Corresponding BibTeX entries:

  @Article{,
    title = {priorsense: Efficient prior and likelihood sensitivity
      checks for Bayesian models in R},
    author = {Noa Kallioinen and Topi Paananen and Paul-Christian
      Bürkner and Aki Vehtari},
    year = {2026},
    journal = {Journal of Open Source Software},
    volume = {11},
    issue = {123},
    doi = {10.21105/joss.11036},
    encoding = {UTF-8},
  }

  @Article{,
    title = {Detecting and diagnosing prior and likelihood sensitivity
      with power-scaling},
    author = {Noa Kallioinen and Topi Paananen and Paul-Christian
      Bürkner and Aki Vehtari},
    year = {2023},
    journal = {Statistics and Computing},
    volume = {34},
    issue = {57},
    doi = {10.1007/s11222-023-10366-5},
    encoding = {UTF-8},
  }

  @Article{,
    title = {Pareto smoothed importance sampling},
    author = {Aki Vehtari and Daniel Simpson and Andrew Gelman and
      Yuling Yao and Jonah Gabry},
    journal = {Journal of Machine Learning Research},
    volume = {25},
    issue = {72},
    year = {2024},
  }

  @Article{,
    title = {Implicitly adaptive importance sampling},
    author = {Topi Paananen and Juho Piironen and Paul-Christian
      Bürkner and Aki Vehtari},
    year = {2021},
    journal = {Statistics and Computing},
    volume = {31},
    issue = {16},
    pages = {1--19},
    doi = {10.1007/s11222-020-09982-2},
    encoding = {UTF-8},
  }