Bayesian inference with spike-and-slab priors for differential item functioning detection in a multiple-group IRT tree model

IF 1.1 4区数学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS

Journal of Statistical Computation and Simulation Pub Date : 2023-12-05 DOI:10.1080/00949655.2023.2289056

Yu-Wei Chang, Cheng-Xin Yang

引用次数: 0

Abstract

Group differences have practical implications in analysing data from achievement tests or questionnaires. In the current study, we develop a model that accounts for between-group differences, diffe...

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多组IRT树模型中不同项目功能检测的尖峰-板先验贝叶斯推理

在分析成绩测试或问卷调查的数据时，群体差异具有实际意义。在目前的研究中，我们开发了一个模型来解释组间差异，差异…

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来源期刊

Journal of Statistical Computation and Simulation 数学-计算机：跨学科应用

CiteScore

2.30

自引率

8.30%

发文量

156

审稿时长

4-8 weeks

期刊介绍： Journal of Statistical Computation and Simulation ( JSCS ) publishes significant and original work in areas of statistics which are related to or dependent upon the computer. Fields covered include computer algorithms related to probability or statistics, studies in statistical inference by means of simulation techniques, and implementation of interactive statistical systems. JSCS does not consider applications of statistics to other fields, except as illustrations of the use of the original statistics presented. Accepted papers should ideally appeal to a wide audience of statisticians and provoke real applications of theoretical constructions.