A Gibbs sampler for estimating the graded item response model with likert-scale data via the Pólya–Gamma distribution: a calculationally efficient data-augmentation scheme

IF 0.3 4区数学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY

Statistics and Its Interface Pub Date : 2022-01-01 DOI:10.4310/21-sii710

Zhaoyuan Zhang, Jiwei Zhang, Jing Lu

引用次数: 0

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通过Pólya-Gamma分布估计具有李克特尺度数据的分级项目反应模型的吉布斯采样器:计算效率高的数据增强方案

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Statistics and Its Interface MATHEMATICAL & COMPUTATIONAL BIOLOGY-MATHEMATICS, INTERDISCIPLINARY APPLICATIONS

CiteScore

0.90

自引率

12.50%

发文量

审稿时长

6 months

期刊介绍： Exploring the interface between the field of statistics and other disciplines, including but not limited to: biomedical sciences, geosciences, computer sciences, engineering, and social and behavioral sciences. Publishes high-quality articles in broad areas of statistical science, emphasizing substantive problems, sound statistical models and methods, clear and efficient computational algorithms, and insightful discussions of the motivating problems.