Multilevel Latent Differential Structural Equation Model with Short Time Series and Time-Varying Covariates: A Comparison of Frequentist and Bayesian Estimators

Author:

Cho Young Won1ORCID,Chow Sy-Miin12,Marini Christina M.3,Martire Lynn M.14

Affiliation:

1. Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA

2. Social Science Research Institute, The Pennsylvania State University, University Park, PA, USA

3. Department of Psychology, Gordon F. Derner School of Psychology, Adelphi University, Garden City, NY, USA

4. The Center for Healthy Aging, The Pennsylvania State University, University Park, PA, USA

Publisher

Informa UK Limited

Reference83 articles.

1. Sampling Weights in Latent Variable Modeling

2. Asparouhov T. & Muthen B. (2010). Bayesian analysis of latent variable models using mplus.

3. Asparouhov, T., Muthen, B. (2006). Multilevel modeling of complex survey data. Proceedings of the Joint Statistical Meeting in Seattle, 2718–2726.

4. Asparouhov, T., Muthen, B. (2007). Computationally efficient estimation of multilevel high-dimensional latent variable models. Proceedings of the 2007 Joint Statistical Meeting in Salt Lake City, Utah, Section on Statistics in Epidemiology, 2531–2535.

5. Negative and positive health effects of caring for a disabled spouse: Longitudinal findings from the Caregiver Health Effects Study.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3