Knuiman M W, Speed T P
Department of Medicine, University of Western Australia, Nedlands.
Biometrics. 1988 Dec;44(4):1061-71.
Contingency tables are often analyzed using log-linear models and in some situations prior information on the value of parameters in the log-linear model is available. In this article we describe a prior-posterior procedure that incorporates prior information directly into the analysis through a multivariate normal prior for the log-linear parameters. The mode and curvature of the posterior density are proposed as summary statistics.
列联表通常使用对数线性模型进行分析,并且在某些情况下,可以获得对数线性模型中参数值的先验信息。在本文中,我们描述了一种先验-后验程序,该程序通过对数线性参数的多元正态先验将先验信息直接纳入分析。建议将后验密度的众数和曲率作为汇总统计量。