Bayesian Evaluation of Inequality and Equality Constrained Hypotheses for Contingency Tables
Bayesian Evaluation of Inequality and Equality Constrained Hypotheses for Contingency Tables
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DOI：
10.1037/a0020137
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发表时间：
2010-09-01
影响因子：
7
通讯作者：
Hoijtink, Herbert
中科院分区：
文献类型：
--
作者：
Klugkist, Irene;Laudy, Olav;Hoijtink, Herbert
在这篇文章中，贝叶斯模型选择方法，可以选择最好的一组不等式和等式约束的假设列联表。这些假设是以细胞概率的形式呈现的，允许研究人员以与数据直接相关的格式来测试（在）等式约束假设。所提出的方法进行了研究，通过几个模拟研究，并表现出良好的性能。还提供了允许研究人员将贝叶斯方法应用于他们自己的数据的软件。
In this article, a Bayesian model selection approach is introduced that can select the best of a set of inequality and equality constrained hypotheses for contingency tables. The hypotheses are presented in terms of cell probabilities allowing researchers to test (in)equality constrained hypotheses in a format that is directly related to the data. The proposed method is investigated by several simulation studies and shows good performance. Software that allows researchers to apply the Bayesian approach to their own data is also provided.