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Structural Equation Modeling with Mplus (Multivariate Applications Series)
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This practical guide reviews the basic concepts and applications of SEM using Mplus, making it ideal for novice users.
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- Modeled after Barbara Byrne’s other best-selling structural equation modeling (SEM) books, this practical guide reviews the basic concepts and applications of SEM using Mplus Versions 5 & 6. The author reviews SEM applications based on actual data taken from her own research. Using non-mathematical language, it is written for the novice SEM user. With each application chapter, the author walks the reader through all steps involved in testing the SEM model including:an explanation of the issues addressedillustrated and annotated testing of the hypothesized and post hoc modelsexplanation and interpretation of all Mplus input and output filesimportant caveats pertinent to the SEM application under studya description of the data and reference upon which the model was basedthe corresponding data and syntax files available under Supplementary Material belowThe first two chapters introduce the fundamental concepts of SEM and important basics of the Mplus program. The remaining chapters focus on SEM applications and include a variety of SEM models presented within the context of three sections: Single-group analyses, Multiple-group analyses, and other important topics, the latter of which includes the multitrait-multimethod, latent growth curve, and multilevel models.Intended for researchers, practitioners, and students who use SEM and Mplus, this book is an ideal resource for graduate level courses on SEM taught in psychology, education, business, and other social and health sciences and/or as a supplement for courses on applied statistics, multivariate statistics, intermediate or advanced statistics, and/or research design. Appropriate for those with limited exposure to SEM or Mplus, a prerequisite of basic statistics through regression analysis is recommended.
| Publisher | Routledge |
| Publication date | August 26, 2011 |
| Edition | 1st |
| Language | English |
| Print length | 432 pages |
| ISBN-10 | 0805859861 |
| ISBN-13 | 978-0805859867 |
| Item Weight | 1.55 pounds (700 grams) |
| Dimensions | 6.24 x 1.17 x 9.24 inches (15.8 x 3 x 23.5 cm) |
| Part of series | Multivariate Applications Series |
Product Description
Structural Equation Modeling with Mplus (Multivariate Applications Series)
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Features & Benefits
- Comprehensive guide on Structural Equation Modeling (SEM) with Mplus.
- Ideal for novice users without complex mathematical jargon.
- Includes real data applications from the author's research.
- Step-by-step instructions for testing SEM models.
- Covers fundamental SEM concepts and Mplus basics.
- Suitable for graduate courses in various disciplines including psychology and education.
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