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Principles and Practice of Structural Equation Modeling, Fifth Edition Rex B Kline

Principles and Practice of Structural Equation Modeling, Fifth Edition By Rex B Kline

Principles and Practice of Structural Equation Modeling, Fifth Edition by Rex B Kline


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Principles and Practice of Structural Equation Modeling, Fifth Edition Summary

Principles and Practice of Structural Equation Modeling, Fifth Edition by Rex B Kline

*Top-selling text, revised and updated: 50% new material includes new chapters and topics, and now covers all three approaches to SEM.
*The most complete and accessible title on a topic taught worldwide.
*Students love Kline's writing and real-world examples, with just enough math.
*Learn-by-doing approach; data files at the companion website allow users to run the examples using their preferred software.
*Includes exercises with answers, real data examples from a variety of disciplines, topic boxes, increased emphasis on free software options, and new online-only primers.

Principles and Practice of Structural Equation Modeling, Fifth Edition Reviews

In this ambitious work, Kline thoughtfully and patiently presents diverse perspectives, effectively enlarging the world of SEM while maintaining coherence. The fifth edition's breadth and timeliness make it an easy choice as the primary text in a graduate course on SEM, with readability that journal articles often lack. Researchers will appreciate the book as an entry point to a range of literatures within the SEM world. Kline's embrace of open-source R software for SEM is very welcome, as it makes the book's computer examples immediately accessible to readers everywhere.--Edward E. Rigdon, PhD, Marketing RoundTable Professor, Robinson College of Business, Georgia State University

Kline's fifth edition is thoroughly updated and greatly expanded. I love the emphasis on Open Science, and I am impressed by the variety of new methodological techniques in SEM that Kline has managed to effectively introduce in the fifth edition. I can't wait to use this text in my SEM class!--D. Betsy McCoach, PhD, Neag School of Education, University of Connecticut

A wonderful introductory book that can be used by individuals without extensive quantitative backgrounds. I use this book to teach an introductory SEM course, but I also use it as a personal reference for my research. It is very readable, which is the number-one reason why I assign this text to my students. I love the walk-through examples with references to real data and syntax. I have always liked Kline's practical recommendations, and they continue to be really helpful for newbies to SEM--my students constantly reference these sections.--Naomi Ekas, PhD, Department of Psychology, Texas Christian University

One of the primary strengths of Kline's book is that it is written in plain English, but with sufficient sophistication that the reader is well prepared to read more technical books or articles on advanced topics. Another strength is the helpful remedies and hints, such as the topic box on the causes of nonpositive definite data matrices and solutions. The most practical advantage of Kline's text is the exercises at the end of each chapter, and the corresponding answers and explanations.--Stephanie Castro, PhD, College of Business, Florida Atlantic University

The substantially revised fifth edition lives up to the reputation of prior editions and will be a valuable resource to anyone learning SEM. The online primers are very thorough and give students great refreshers on background topics, including exercises with answers. This edition has appropriate balance between the three 'families' of SEM; I appreciate the detailed descriptions of Pearl's structural causal model.--Jam Khojasteh, PhD, College of Education and Human Services, Oklahoma State University-Perfectly addresses the needs of social scientists like me without formal training in mathematical statistics....Can be read by any graduate in psychology or even by keen undergraduates interested in exploring new vistas. Yet it will also constitute a surprisingly good read for experienced researchers in search of some refreshing insights in their favorite techniques....A real tour de force....Succeeds in reconciling comprehensiveness and comprehensibility. (on the second edition)--The Psychologist, 01/01/2006ffThe greatest strength of this book is Kline's ability to present materials in an engaging, accessible manner. In nearly all situations, Kline is able to describe even the more complex material in practical, (relatively) jargon-free terms....In this regard, this book is unparalleled, and I suspect that this strength alone will make this the book of choice for many who are eager to learn SEM but who do not possess extensive quantitative backgrounds....This book could be readily adapted to courses for students with a basic understanding of correlation and regression or as part of a course for more advanced students. (on the second edition)--PsycCRITIQUES, 06/29/2005ffThis wonderfully written book is an impressive introduction to structural equation models (SEM) containing a sharp mix of expert analysis and observations....Contains important resources for both theoretical and applied researchers interested in SEM....Appropriate as a text for graduate students and a reference for researchers, providing both audiences with valuable insight into the subject matter. (on the second edition)--Journal of the American Statistical Association, 03/01/2006

About Rex B Kline

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, behavioral and scholastic assessment of children, structural equation modeling, training of researchers, statistics reform in the behavioral sciences, and usability engineering in computer science. Dr. Kline has published a number of chapters, journal articles, and books in these areas.

Table of Contents

I n t r o d u c t i o n - W h a t & r s q u o ; s N e w - B o o k W e b s i t e - P e d a g o g i c a l A p p r o a c h - P r i n c i p l e s & g t ; S o f t w a r e - S y m b o l s a n d N o t a t i o n - E n j o y t h e R i d e - P l a n o f t h e B o o k I . C o n c e p t s , S t a n d a r d s , a n d T o o l s 1 . P r o m i s e a n d P r o b l e m s - P r e p a r i n g t o L e a r n S E M - D e f i n i t i o n o f S E M - B a s i c D a t a A n a l y z e d i n S E M - F a m i l y M a t t e r s - P e d a g o g y a n d S E M F a m i l i e s - S a m p l e S i z e R e q u i r e m e n t s - B i g N u m b e r s , L o w Q u a l i t y - L i m i t s o f T h i s B o o k - S u m m a r y - L e a r n M o r e 2 . B a c k g r o u n d C o n c e p t s a n d S e l f - T e s t - U n e v e n B a c k g r o u n d P r e p a r a t i o n - P o t e n t i a l O b s t a c l e s t o L e a r n i n g a b o u t S E M - S i g n i f i c a n c e T e s t i n g - M e a s u r e m e n t a n d P s y c h o m e t r i c s - R e g r e s s i o n A n a l y s i s - S u m m a r y - S e l f - T e s t - S c o r i n g C r i t e r i a 3 . S t e p s a n d R e p o r t i n g - B a s i c S t e p s - O p t i o n a l S t e p s - R e p o r t i n g S t a n d a r d s - R e p o r t i n g E x a m p l e - S u m m a r y - L e a r n M o r e 4 . D a t a P r e p a r a t i o n - F o r m s o f I n p u t D a t a - P o s i t i v e D e f i n i t e n e s s - M i s s i n g D a t a - C l a s s i c a l ( O b s o l e t e ) M e t h o d s f o r I n c o m p l e t e D a t a - M o d e r n M e t h o d s f o r I n c o m p l e t e D a t a - O t h e r D a t a S c r e e n i n g I s s u e s - S u m m a r y - L e a r n M o r e - E x e r c i s e s - A p p e n d i x 4 . a . S t e p s o f M u l t i p l e I m p u t a t i o n 5 . C o m p u t e r T o o l s - E a s e o f U s e , N o t S u s p e n s i o n o f J u d g m e n t - H u m a n & n d a s h ; C o m p u t e r I n t e r a c t i o n - T i p s f o r S E M P r o g r a m m i n g - E a s e o f U s e , N o t S u s p e n s i o n o f J u d g m e n t - C o m m e r c i a l v e r s u s F r e e C o m p u t e r T o o l s - R P a c k a g e s f o r S E M - F r e e S E M S o f t w a r e w i t h G r a p h i c a l U s e r I n t e r f a c e s - C o m m e r c i a l S E M C o m p u t e r T o o l s - S E M R e s o u r c e s f o r O t h e r C o m p u t i n g E n v i r o n m e n t s - S u m m a r y I I . S p e c i f i c a t i o n , E s t i m a t i o n , a n d T e s t i n g 6 . N o n p a r a m e t r i c C a u s a l M o d e l s - G r a p h V o c a b u l a r y a n d S y m b o l i s m - C o n t r a c t e d C h a i n s a n d C o n f o u n d i n g - C o v a r i a t e S e l e c t i o n - I n s t r u m e n t a l V a r i a b l e s - C o n d i t i o n a l I n d e p e n d e n c i e s a n d O t h e r T y p e s o f B i a s - P r i n c i p l e s f o r C o v a r i a t e S e l e c t i o n - d - S e p a r a t i o n a n d B a s i s S e t s - G r a p h i c a l I d e n t i f i c a t i o n C r i t e r i a - D e t a i l e d E x a m p l e - S u m m a r y - L e a r n M o r e - E x e r c i s e s 7 . P a r a m e t r i c C a u s a l M o d e l s - M o d e l D i a g r a m S y m b o l i s m - D i a g r a m s f o r C o n t r a c t e d C h a i n s a n d A s s u m p t i o n s - C o n f o u n d i n g i n P a r a m e t r i c M o d e l s - M o d e l s w i t h C o r r e l a t e d C a u s e s o r I n d i r e c t E f f e c t s - R e c u r s i v e , N o n r e c u r s i v e , a n d P a r t i a l l y R e c u r s i v e M o d e l s - D e t a i l e d E x a m p l e - S u m m a r y - L e a r n M o r e - E x e r c i s e s - A p p e n d i x 7 . a . A d v a n c e d T o p i c s i n P a r a m e t r i c M o d e l s 8 . L o c a l E s t i m a t i o n a n d P i e c e w i s e S E M - R a t i o n a l e o f L o c a l E s t i m a t i o n - P i e c e w i s e S E M - D e t a i l e d E x a m p l e - S u m m a r y - L e a r n M o r e - E x e r c i s e s 9 . G l o b a l E s t i m a t i o n a n d M e a n S t r u c t u r e s - S i m u l t a n e o u s M e t h o d s a n d E r r o r P r o p a g a t i o n - M a x i m u m L i k e l i h o o d E s t i m a t i o n - D e f a u l t M L - A n a l y z i n g N o n n o r m a l D a t a - R o b u s t M L - F I M L f o r I n c o m p l e t e D a t a v e r s u s M u l t i p l e I m p u t a t i o n - A l t e r n a t i v e E s t i m a t o r s f o r C o n t i n u o u s O u t c o m e s - F i t t i n g M o d e l s t o C o r r e l a t i o n M a t r i c e s - H e a l t h y P e r s p e c t i v e o n E s t i m a t o r s a n d G l o b a l E s t i m a t i o n - D e t a i l e d E x a m p l e - I n t r o d u c t i o n t o M e a n S t r u c t u r e s - P r & e a c u t e ; c i s o f G l o b a l E s t i m a t i o n - S u m m a r y - L e a r n M o r e - E x e r c i s e s - A p p e n d i x 9 . a . T y p e s o f I n f o r m a t i o n M a t r i c e s a n d C o m p u t e r O p t i o n s - A p p e n d i x 9 . b . C a s e w i s e M L M e t h o d s f o r D a t a M i s s i n g N o t a t R a n d o m 1 0 . M o d e l T e s t i n g a n d I n d e x i n g - M o d e l T e s t i n g - M o d e l C h i - S q u a r e - S c a l e d C h i - S q u a r e s a n d R o b u s t S t a n d a r d E r r o r s f o r N o n n o r m a l D i s t r i b u t i o n s - M o d e l F i t I n d e x i n g - R M S E A - C F I - S R M R - T h r e s h o l d s f o r A p p r o x i m a t e F i t I n d e x e s - R e c o m m e n d e d A p p r o a c h t o F i t E v a l u a t i o n - G l o b a l F i t S t a t i s t i c s f o r t h e D e t a i l e d E x a m p l e - P o w e r a n d P r e c i

Additional information

CIN1462551912G
9781462551910
1462551912
Principles and Practice of Structural Equation Modeling, Fifth Edition by Rex B Kline
Used - Good
Paperback
Guilford Publications
2023-06-14
494
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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