On the Performance of Horseshoe Priors for Inducing Sparsity in Structural Equation Models

IF 2.5 2区 心理学 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Structural Equation Modeling: A Multidisciplinary Journal Pub Date : 2023-12-19 DOI:10.1080/10705511.2023.2280895
Kjorte Harra, David Kaplan
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Abstract

The present work focuses on the performance of two types of shrinkage priors—the horseshoe prior and the recently developed regularized horseshoe prior—in the context of inducing sparsity in path a...
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论马蹄形先验在结构方程模型中诱导稀疏性的性能
本研究的重点是两种收缩先验--马蹄先验和最近开发的正则化马蹄先验--在诱导路径稀疏性方面的性能。
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来源期刊
CiteScore
8.70
自引率
11.70%
发文量
71
审稿时长
>12 weeks
期刊介绍: Structural Equation Modeling: A Multidisciplinary Journal publishes refereed scholarly work from all academic disciplines interested in structural equation modeling. These disciplines include, but are not limited to, psychology, medicine, sociology, education, political science, economics, management, and business/marketing. Theoretical articles address new developments; applied articles deal with innovative structural equation modeling applications; the Teacher’s Corner provides instructional modules on aspects of structural equation modeling; book and software reviews examine new modeling information and techniques; and advertising alerts readers to new products. Comments on technical or substantive issues addressed in articles or reviews published in the journal are encouraged; comments are reviewed, and authors of the original works are invited to respond.
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