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:: Volume 8, Issue 2 (3-2015) ::
JSS 2015, 8(2): 185-205 Back to browse issues page
Stractural Priors for Bayesian Analysis of Complete and Incomplete Contingency Tables
Kamran Ghoreishi *
Abstract:   (11645 Views)
In the Bayesian analysis of contingency tables, analysts commonly use special prior distributions for the parameters of log-linear models or the cell probabilities. But, in practice, sometimes there is some interpretive information which is rather on (generalized) odds ratios. So, it seems one will need a powerful approach so that he can model his prior believe on (generalized) odds ratios. Here, we refer to these priors as structural priors. In this paper we first introduce the general pattern of the structural priors. Then, since these priors have vast application in clinical trials and especially in the analysis of 2 x 2 complete and incomplete contingency tables, we obtain the corresponding structural priors, separately, under three conditions.
Keywords: Bayesian Analysis, Contingency Tables, Odds Ratio, Prior Density, Relational Models, Risk Ratio
Full-Text [PDF 455 kb]   (2617 Downloads)    
Type of Study: Research | Subject: Applied Statistics
Received: 2013/08/3 | Accepted: 2014/11/10 | Published: 2014/11/10
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Ghoreishi K. Stractural Priors for Bayesian Analysis of Complete and Incomplete Contingency Tables. JSS 2015; 8 (2) :185-205
URL: http://jss.irstat.ir/article-1-227-en.html


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Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 8, Issue 2 (3-2015) Back to browse issues page
مجله علوم آماری – نشریه علمی پژوهشی انجمن آمار ایران Journal of Statistical Sciences

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