151
Views
1
CrossRef citations to date
0
Altmetric
Quality Quandaries

Using simulation to handle implicit likelihoods in a Bayesian analysis

, , , , , , , , , , & show all

References

  • Chib, S., and E. Greenberg. 1995. Understanding the Metropolis Hastings algorithm. The American Statistician 49 (4):327–35. doi:10.2307/2684568.
  • Gelman, A., J. B. Carlin, H. S. Stern, and D. B. Rubin. 2013. Bayesian data analysis. 3rd ed. Boca Raton, FL: Chapman and Hall/CRC.
  • Graves, T., and M. Hamada. 2005. Making inferences with indirect measurements. Quality Engineering 17 (4):555–9. doi:10.1080/08982110500225307.
  • Hamada, M. 1989. The costs of using incomplete response data for the exponential regression model. Communications in Statistics – Theory and Methods 18 (5):1691–714. doi:10.1080/03610928908829994.
  • Hamada, M. 1991. The costs of using incomplete exponential data. Journal of Statistical Planning and Inference 27 (3):317–24. doi:10.1016/0378-3758(91)90044-F.
  • Hamada, M. S., T. L. Graves, N. W. Hengartner, D. M. Higdon, A. V. Huzurbazar, E. C. Lawrence, C. D. Linkletter, C. S. Reese, D. W. Scott, R. R. Sitter, et al. 2020. A note on using discretized simulated data to estimate implicit likelihoods in Bayesian analyses. arXiv Preprint arXiv:2008.02926
  • Huzurbazar, A. V. 2005. Flowgraph models for multistate time-to-event data. New York, NY: John Wiley and Sons, Inc.
  • Santner, T. J., B. J. Williams, and, W. I. Notz. 2019. The design and analysis of computer experiments. 2nd ed. New York, NY: Springer.
  • Sisson, S. A., Y. Fan, and M. A. Beaumont. 2019. Overview of ABC. In Handbook of approximate Bayesian computation, ed. S. A. Sisson, Y. Fan, and M. A. Beaumont. Boca Raton, FL: CRC Press.
  • Warr, R. L., and A. V. Huzurbazar. 2010. Expanding the statistical flowgraph framework to use any transition distribution. Journal of Statistical Theory and Practice 4 (4):529–39. doi:10.1080/15598608.2010.10412002.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.