Simultaneous coefficient clustering and sparsity for multivariate mixed models

IF 1.4 2区数学 Q2 STATISTICS & PROBABILITY

Journal of Computational and Graphical Statistics Pub Date : 2024-09-13 DOI:10.1080/10618600.2024.2402904

Francis K.C. Hui, Khue-Dung Dang, Luca Maestrini

引用次数: 0

Abstract

In many applications of multivariate longitudinal mixed models, it is reasonable to assume that each response is informed by only a subset of covariates. Moreover, one or more responses may exhibit...

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多变量混合模型的同步系数聚类和稀疏性

在多变量纵向混合模型的许多应用中，可以合理地假定每个响应只受一组协变量的影响。此外，一个或多个响应可能表现出...

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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.