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

Structural Equation Modeling with Mplus

Basic Concepts, Applications, and Programming

By: Barbara M. Byrne

Hardcover | 28 July 2011 | Edition Number 1

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Modeled after Barbara Byrne#xE2;#xAC;"s other best-selling structural equation modeling (SEM) books, this practical guide reviews the basic concepts and applications of SEM using MplusVersion 6. The author reviews SEM applications based on#xE3;#xAC;#xAC;actual data taken from#xE3;#xAC;#xAC;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 addressed illustrated and annotated testing of the hypothesized and post hoc models explanation and interpretation of all Mplusinput and output files important caveats pertinent to the SEM application under study#xE3;#xAC;#xAC; a description of the data and reference upon which the model was based the corresponding data and syntax files available on the book#xE2;#xAC;"s website. The first two chapters introduce the fundamental concepts of SEM andimportant basics#xE3;#xAC;#xAC;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,#xE3;#xAC;#xAC;and students who use SEM and Mplusin their work, this book#xE3;#xAC;#xAC;is an ideal resource for graduate level courses on SEM taught in departments of 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. This book is appropriate for those having limited or no previous exposure to either SEM or Mplus, although a prerequisite of basic statistics through regression analysis is recommended. It serves as an invaluable companion to the Mplus User#xE2;#xAC;"s Guide, as well as to any SEM textbook.
Industry Reviews
"Barbara Byrne has published another winner--a practically oriented, thorough, and accessible resource for students and researchers who want to harness the power of Mplus for their SEM analyses. The writing is clear and engaging. I anticipate assigning the book in my graduate SEM course and recommending it to fellow researchers. This book will be a valuable resource for moving from knowing about SEM to using it." - Rick H. Hoyle, Duke University, USA "This book provides a good starting point to newcomers to Mplus. It focuses, as it should for an introductory text, on the basics of 'classical' SEM. If you are new to SEM, plan on using Mplus, and are looking for an introductory text with minimal statistical jargon, this is it." - Albert Maydeu-Olivares, University of Barcelona, Spain "A solid introduction to the use of Mplus for SEM. All of the common types of structural equation models are illustrated using real examples, building the Mplus syntax from start to finish.a The book is an excellent and readable guide for researchers and students who want to learn more about SEM in the context of Mplus." - Roger E. Millsap, Arizona State University, USA "A hallmark of Byrne's books is their accessibility to new users. ! Byrne has done a great service to the field by bringing thousands of students and researchers to structural equation modeling through her clear writing and accessible examples. This book will be another contribution along those same lines. ... I field many, many questions ! that could be answered by simply referring the asker to a book like Byrne's." - Kristopher J. Preacher, University of Kansas, USA "Through the use of illustrative examples, this much-needed and well-written book provides an accessible presentation of SEM with Mplus. Those new to SEM and/or Mplus will find Byrne's book extremely useful as a companion textbook and long-term reference guide." - Sara J. Finney, James Madison University, USA

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