北美最流行结构方程模型教材2本
结构方程模型是社会科学研究中好方法。在社会科学以及经济、市场、管理等研究领域,有时需处理多个原因、多个结果的关系,或者会碰到不可直接观测的变量(即潜变量),这些都是传统的统计方法不能很好解决的问题,结构方程模型弥补了这方面的不足。
本帖提供北美最流行的结构方程模型教材,2本奥。
Rex B. Kline , "Principles and Practice of Structural Equation Modeling, Third Edition"
The G.ilford Press | 2010 | ISBN: 1606238779 | 427 pages | PDF | 3,9 MB
【作者简介】Rex B. Kline为美国University of Kansas 统计学教授。
【教材简介】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.
Tenko Raykov, George A. Marcoulides, "A First Course in Structural Equation Modeling, (2nd Edition)"
English | 2006-03-21 | ISBN: 0805855874 | 248 pages | PDF | 2.0 mb
【作者简介】Tenko Raykov为美国Michigan State University统计学教授;George A. Marcoulides为美国California State University, Fullerton统计学教授。
【教材简介】In this book, authors Tenko Raykov and George A. Marcoulides introduce students to the basics of structural equation modeling (SEM) through a conceptual, nonmathematical approach. For ease of understanding, the few mathematical formulas presented are used in a conceptual or illustrative nature, rather than a computational one.
Featuring examples from EQS, LISREL, and Mplus, A First Course in Structural Equation Modeling is an excellent beginner’s guide to learning how to set up input files to fit the most commonly used types of structural equation models with these programs. The basic ideas and methods for conducting SEM are independent of any particular software.
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