| Title | Some Recent Advances in Two-level Structural Equation Models: Estimation, Testing and Robustness |
| Creator | |
| Date Issued | 2005-03 |
| Source Publication | Contemporary Multivariate Analysis and Design of Experiments |
| ISBN | 9789812561206 |
| Publication Place | Switzerland |
| Publisher | Springer International Publishing |
| Abstract | Estimation, testing and robustness are three common problems in two-level structural equation models. Liang & Bentler (2004a) developed the EM approach to estimation of model parameters and studied the asymptotic properties of the estimators. In a series of articles, Yuan and Bentler studied the problems of testing model fit and the robustness of tests and standard errors. This paper reviews some recent advances in research on the three problems, and provides some numerical comparisons between our methodology and selected existing ones. |
| Language | 英语English |
| Keyword | Mean and covariance structure two-level structural equation model testing hypothesis maximum likelihood estimation robustness |
| Citation statistics | |
| Document Type | Book chapter |
| Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/5271 |
| Collection | Research outside affiliated institution |
| Affiliation | 1.University of California, Los Angeles, Department of Psychology, Box 951563, Los Angeles, CA 90095-1563, U.S.A. 2.University of New Haven, School of Business, 300 Boston Post Road, West Haven, CT 06516, U.S.A. 3.University of Notre Dame, Department of Psychology, Notre Dame, IN 46556, U.S.A. |
| Recommended Citation GB/T 7714 | Peter M. Bentler,JIAJUAN LIANG,Ke-Hai Yuan. Some Recent Advances in Two-level Structural Equation Models: Estimation, Testing and Robustness. Switzerland: Springer International Publishing, 2005. |
| Files in This Item: | There are no files associated with this item. | |||||
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