Principles and practice of structural equation modeling
題名:
Principles and practice of structural equation modeling
著者:
Kline, Rex B.
ISBN（國際標準書號）:
9781606238769
版本:
3rd ed.
出版資訊:
New York : Guilford Press, c2011.
規格:
xvi, 427 p. : ill. ; 26 cm
叢書:
Methodology in the social sciences
Methodology in the social sciences.
叢書題名:
Methodology in the social sciences
Methodology in the social sciences.
內容:
Part I: Concepts and tools. Introduction ; Fundamental concepts ; Data preparation ; Computer tools -- Part II: Core techniques. Specification ; Identification ; Estimation ; Hypothesis testing ; Measurement models and confirmatory factor analysis ; Structural regression models -- Part III: Advanced techniques, avoiding mistakes. Mean structures and latent growth models ; Interaction effects and multilevel SEM ; How to fool yourself with SEM.
摘要:
"This bestselling text provides a balance between the technical and practical aspects of structural equation modeling (SEM). Using clear and accessible language, Rex B. Kline covers core techniques, potential pitfalls, and applications across the behavioral and social sciences. Some more advanced topics are also covered, including estimation of interactive effects of latent variables and multilevel SEM. The companion Web page offers downloadable syntax, data, and output files for each detailed example for EQS, LISREL, and Mplus, allowing readers to view the results of the same analysis generated by three different computer tools."--pub. desc.
主題:
| Structural equation modeling. |
| Social sciences -- Statistical methods -- Data processing. |
| Multivariate Analysis. |
摘要:
"This bestselling text provides a balance between the technical and practical aspects of structural equation modeling (SEM). Using clear and accessible language, Rex B. Kline covers core techniques, potential pitfalls, and applications across the behavioral and social sciences. Some more advanced topics are also covered, including estimation of interactive effects of latent variables and multilevel SEM. The companion Web page offers downloadable syntax, data, and output files for each detailed example for EQS, LISREL, and Mplus, allowing readers to view the results of the same analysis generated by three different computer tools."--pub. desc.