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To cite the priorsense package and power-scaling sensitivity:

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 = {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},
  }

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.