Best Structural Equation Modeling with Mplus: Basic Concepts, Applications, and Programming (Multivariate Applications Series) By Barbara M. Byrne

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Structural Equation Modeling with Mplus: Basic Concepts, Applications, and Programming (Multivariate Applications Series)-Barbara M. Byrne

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Ebook About
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 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.

Book Structural Equation Modeling with Mplus: Basic Concepts, Applications, and Programming (Multivariate Applications Series) Review :



Having little experience in structural equation modeling, I bought this book as it was recommended by my professor. I have to say this is a must for those who plan on doing any type of latent variable modeling in the Mplus software. The author reviews major SEM topics such as Path Analysis, Factor Analysis, Invariance testing (determining if your structure is the same for different groups), and Latent Growth Curve Modeling for longitudinal (correlated) data. All topics are explained clearly without delving too deep into the statistical aspects. More importantly, she provides examples on how to code these different techniques and most importantly, how to interpret the Mplus output.I highly recommend this book for beginners and for those who need a quick reference in both Mplus and Structural Equation Modeling.
I cannot say enough praises about this book! I am looking to run structural equation models for my project and this books provides both accessible conceptual knowledge and practical tools for running the analysis on Mplus. A keeper!

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