论文标题
使用T分布和贝叶斯分析的配对比较建模
Paired Comparisons Modeling using t-Distribution with Bayesian Analysis
论文作者
论文摘要
配对比较分析是对物体可能是商品，服务或技能的对象之间进行比较判断的最简单方法。对于一组问题，此技术有助于选择首先解决和/或提供最有效的解决方案的最重要问题。本文介绍了配对比较方法的理论，并通过开发基于T分布的新模型来促进配对比较模型。使用四个著名的统计期刊中的引用数据集说明了开发的模型。使用贝叶斯分析，这些期刊被排名为JRSS-B-> Biometrika-> Jasa-> Comm。在统计数据中。
A paired comparison analysis is the simplest way to make comparative judgments between objects where objects may be goods, services or skills. For a set of problems, this technique helps to choose the most important problem to solve first and/or provides the solution that will be the most effective. This paper presents the theory of paired comparisons method and contributes to the paired comparisons models by developing a new model based on t-distribution. The developed model is illustrated using a data set of citations among four famous journals of Statistics. Using Bayesian analysis, the journals are ranked as JRSS-B --> Biometrika --> JASA --> Comm. in Stats.
