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Principles and Practice of Structural Equation Modeling, Third Edition (Methodology in the Social Sciences)

Principles and Practice of Structural Equation Modeling, Third Edition (Methodology in the Social Sciences)


Principles and Practice of Structural Equation Modeling, Third Edition (Methodology in the Social Sciences)


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Principles and Practice of Structural Equation Modeling, Third Edition (Methodology in the Social Sciences)

Review

"I would strongly recommend this book for use as a primary text in any SEM course. It offers a clear, applied presentation of complicated SEM techniques for a wide array of audiences with various abilities. The text would be beneficial for students with a limited background in theoretical statistics, as well as those with a strong understanding of the theoretical underpinnings of SEM. I often refer to this text in my everyday work, due to the clarity with which the material is presented."--Greg Welch, PhD, Nebraska Center for Research on Children, Youth, Families, and Schools, University of Nebraska-Lincoln"The skill and knowledge sets for evaluating and using SEM have become important components of social science education. Kline provides a text that is accessible for graduate students, practitioners, and researchers who are not intimately familiar with SEM techniques. In addition, he effortlessly summarizes current information that researchers who already use SEM should have. The reorganization of the material, new topic boxes, new Web page, and updated technical information enhance an already great resource. A major strength of the book is the individual chapter examples with explanation of the values provided from a variety of statistical analysis packages. I will continue to use this third edition as the primary text in my SEM course, and highly recommend it as both a text and a technical resource."--James B. Schreiber, PhD, Center for Advancing the Study of Teaching and Learning, Duquesne University "In the third edition, Kline has improved the pedagogical value of his book relative to prior editions and to other SEM books. The many exercises help a reader understand how to apply important chapter concepts, making the book not only useful for an SEM course, but also an effective resource for self-study. The Web page featuring complete computer syntax and data for the examples is very helpful. Other new material further supports a reader’s understanding of SEM; for example, Chapter 2 provides more information on multiple regression/correlation, and the chapter on data preparation has been expanded to cover important topics such as positive-definite matrices, which are among the most common problems researchers experience when using SEM. This edition also provides more information on available SEM software, including an entire chapter on the use of computer software."--Craig Wells, PhD, School of Education, University of Massachusetts-Amherst "Chapters 2 and 3 review important concepts in multiple regression and data screening, both of which are critical to understand before learning SEM. From an instructor's perspective, I enjoyed reading these chapters very much. They are well written, logically organized, and easy to follow. Another strength of the book is the thorough and comprehensive reference list on various topics."--Duan Zhang, PhD, College of Education, University of Denver "I am excited about this book. The coverage is excellent and the writing style is friendly and direct, with a subtle humor that I find refreshing. I especially like the new topic boxes in the third edition, most of which discuss issues that I have had to address separately in lectures."--Jacob Marszalek, PhD, Division of Counseling and Educational Psychology, University of Missouri-Kansas City  "If you didn't think a statistics text could be riveting, read this book! The first chapter covers basic statistical concepts in better detail and more clearly than other texts that are meant to be general introductions. Discussing extremely helpful articles that have examined SEM research, Kline identifies and provides empirical evidence of potential problems with using and reporting SEM. This helps readers understand what to do (and what not to do) from the very beginning. I love it that one of the goals is to help readers avoid common mistakes in SEM."--Debbie Hahs-Vaughn, PhD, Department of Educational Research, Technology, and Leadership, University of Central Florida  "This is now the #1 book I will recommend to students and substantive researchers (who are not quantitative specialists) who want to learn SEM! Compared to most SEM books that I have seen, this one strikes a better balance between accessibility and breadth. In the third edition, Kline not only has updated the material, but has substantially improved it. He adds more depth to certain topics--such as estimation, in Chapter 7--and covers some intermediate-to-advanced topics not described in the previous edition, all at a level appropriate for beginners."--Noel A. Card, PhD, Division of Family Studies and Human Development, University of Arizona "A terrific introduction to SEM. Kline offers some of the basics and does so in a way that is quite approachable for students. I have recommended this text to a number of people who were just beginning to use SEM, and will continue to do so."--R. Lance Holbert, PhD, School of Communications, Ohio State University "Of all the introductory SEM texts, this one is the most interesting to read. Anyone who has taken a course in basic algebra or introductory statistics will be able to understand the ideas and work through the exercises, and those who work their way through the book will have a good foundation in SEM and will be able to use it effectively."--David F. Gillespie, PhD, George Warren Brown School of Social Work, Washington University in St. Louis

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About the Author

Rex B. Kline, PhD, is Professor of Psychology at Concordia University in Montreal, Quebec, Canada. Since earning a doctorate in clinical psychology, he has conducted research on the psychometric evaluation of cognitive abilities, child clinical assessment, structural equation modeling, training of behavioral science researchers, and usability engineering in computer science. Dr. Kline has published five books, six chapters, and more than 40 articles in research journals.

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Product details

Series: Methodology in the Social Sciences

Paperback: 427 pages

Publisher: The Guilford Press; 3rd edition (August 4, 2010)

Language: English

ISBN-10: 1606238760

ISBN-13: 978-1606238769

Product Dimensions:

7 x 1 x 10 inches

Shipping Weight: 1.7 pounds

Average Customer Review:

4.4 out of 5 stars

56 customer reviews

Amazon Best Sellers Rank:

#685,371 in Books (See Top 100 in Books)

When Joreskog and his colleagues introduced LISREL into social science discourse, my dissertation director was despondent. An old fogy at 40!If he's alive today, however, I'm sure he feels much better. He'd be 64 now, and chances are he's had a chance to read Rex Kline's Principles and Practice of Structural Equation Modeling. Coupled with new, much more user-friendly software such as AMOS and CALIS, Kline's SEM book is not only readable but almost easy, while at the same time being comprehensive in coverage.I never thought I'd see a book that presents not only the order condition for identification, but the rank condition, as well, without using matrix algebra. But Kline pulls it off. This example exemplifies Kline's talent for making really complex statistical procedures eminently accessible.If my dissertation director is still working, I'm sure he's no longer intimidated by SEM, and he's using it to estimate informative models. In large measure, I'd be willing to guess, his new-found analytical power is due to Rex Kline's excellent textbook. I've benefited enormously from reading it.

I learned SEM from Bollen's 1989 classic, but I needed something I could recommend to grad students in applied research who haven't studied matrix algebra or distribution theory. I was surprised to find out that Kline delivers an accessible book that also deals with important issues such as identification and estimation in a satisfactory manner. It is also up to date and addresses software. I was prepared to poo-poo this book but i think it does a good job at getting the essentials of SEM across to a non-technical audience.

Great book for SEM, but it can be really really really really dry. Also, I had a real hard time caring about most of the examples.The explanation of path theory was randomly dense and unintelligible. They are definitely not writing for neophytes.

The problem with most SEM books is that they either contain so much difficult math that you already forget what the purpose of the equation was once you finish studying it, or that they are very dry "how-to" guides that explain how to feed a software program. This book is different: it communicates the big picture, explains the why and the how, and points to areas that require special attention. This is the most clearly written introductions to SEM available.

Used this in an introductory SEM course. We followed this book almost religiously, even though we also were supposed to use the Raykov and Marcoulides book. This book has a good balance of theory and rules of thumb, although perhaps may be not technical enough (in terms of the underlying mathematics) for more advanced users. Comes with a pretty decent collection of syntax files for LISREL, Mplus, and EQS, and there are quite a few interesting and substantive examples that Kline uses in detail throughout the book.

I've read multiple stats books, and although the authors attempts to make it easy/fun to follow, it isn't always the case.

This is a great book for those starting out in SEM as well as a refresher in the technique. It's well written and accurate. I was able to follow the examples and practice files using both AMOS and Lisrel. I actually read the entire book, which is rather rare for me. Highly recommended!

Good reference.

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