Approximate cross-validated mean estimates for Bayesian hierarchical regression models

IF 1.4 2区数学 Q2 STATISTICS & PROBABILITY

Journal of Computational and Graphical Statistics Pub Date : 2024-09-18 DOI:10.1080/10618600.2024.2404711

Amy Zhang, Michael J. Daniels, Changcheng Li, Le Bao

引用次数: 0

Abstract

We introduce a novel procedure for obtaining cross-validated predictive estimates for Bayesian hierarchical regression models (BHRMs). BHRMs are popular for modeling complex dependence structures (...

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贝叶斯分层回归模型的近似交叉验证平均估计值

我们介绍了一种获得贝叶斯分层回归模型（BHRMs）交叉验证预测估计值的新程序。贝叶斯分层回归模型常用于复杂依赖结构的建模（...

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来源期刊

Journal of Computational and Graphical Statistics 数学-统计学与概率论

CiteScore

3.50

自引率

8.30%

发文量

153

审稿时长

>12 weeks

期刊介绍： The Journal of Computational and Graphical Statistics (JCGS) presents the very latest techniques on improving and extending the use of computational and graphical methods in statistics and data analysis. Established in 1992, this journal contains cutting-edge research, data, surveys, and more on numerical graphical displays and methods, and perception. Articles are written for readers who have a strong background in statistics but are not necessarily experts in computing. Published in March, June, September, and December.