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Lin Y, Lipsitz S, Sinha D, et al. Using Bayesian p-values in a 2 × 2 table of matched pairs with incompletely classified data. J R Stat Soc Ser C Appl Stat. 2009;58(2):237-246doi: 10.1111/j.1467-9876.2008.00645.x.
Lin, Y., Lipsitz, S., Sinha, D., Gawande, A. A., Regenbogen, S. E., & Greenberg, C. C. (2009). Using Bayesian p-values in a 2 × 2 table of matched pairs with incompletely classified data. Journal of the Royal Statistical Society. Series C, Applied statistics, 58(2), 237-246. https://doi.org/10.1111/j.1467-9876.2008.00645.x
Lin, Yan, et al. "Using Bayesian p-values in a 2 × 2 table of matched pairs with incompletely classified data." Journal of the Royal Statistical Society. Series C, Applied statistics vol. 58,2 (2009): 237-246. doi: https://doi.org/10.1111/j.1467-9876.2008.00645.x
Lin Y, Lipsitz S, Sinha D, Gawande AA, Regenbogen SE, Greenberg CC. Using Bayesian p-values in a 2 × 2 table of matched pairs with incompletely classified data. J R Stat Soc Ser C Appl Stat. 2009 May 01;58(2):237-246. doi: 10.1111/j.1467-9876.2008.00645.x. PMID: 19657473; PMCID: PMC2720576.
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J R Stat Soc Ser C Appl Stat. 2009 May 01;58(2):237-246. doi: 10.1111/j.1467-9876.2008.00645.x.

Using Bayesian p-values in a 2 × 2 table of matched pairs with incompletely classified data.

Journal of the Royal Statistical Society. Series C, Applied statistics

Yan Lin, Stuart Lipsitz, Debajyoti Sinha, Atul A Gawande, Scott E Regenbogen, Caprice C Greenberg

Affiliations

  1. University of Texas M. D. Anderson Cancer Center, Houston, USA.

PMID: 19657473 PMCID: PMC2720576 DOI: 10.1111/j.1467-9876.2008.00645.x

Abstract

Altham proposed Bayesian p-values for the analysis of a 2 × 2 contingency table that is formed from matched pairs. Using the same Bayesian perspective, we develop an extension of Altham's Bayesian p-values to a 2 × 2 table from matched pairs with missing data that are missing at random. The approach is applied to a rater agreement study, in which two surgeon- reviewers rated whether or not there was a communication breakdown in malpractice cases. We also use a simulation study to explore the power and type I error rate of the Bayesian p-values.

References

  1. Surgery. 2006 Jul;140(1):25-33 - PubMed
  2. J Am Coll Surg. 2007 Apr;204(4):533-40 - PubMed
  3. Psychometrika. 1947 Jun;12(2):153-7 - PubMed

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