Overview
- Presents both theory and practical implementation of multivariate statistical analysis in LISREL
- Illustrates all methods and procedures on numerous examples with detailed explanations
- Appeals to graduate students as well as researchers from the social, behavioral and economic sciences
- Includes supplementary material: sn.pub/extras
Part of the book series: Springer Series in Statistics (SSS)
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Table of contents (17 chapters)
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Front Matter
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Back Matter
Keywords
About this book
This book traces the theory and methodology of multivariate statistical analysis and shows how it can be conducted in practice using the LISREL computer program. It presents not only the typical uses of LISREL, such as confirmatory factor analysis and structural equation models, but also several other multivariate analysis topics, including regression (univariate, multivariate, censored, logistic, and probit), generalized linear models, multilevel analysis, and principal component analysis. It provides numerous examples from several disciplines and discusses and interprets the results, illustrated with sections of output from the LISREL program, in the context of the example. The book is intended for masters and PhD students and researchers in the social, behavioral, economic and many other sciences who require a basic understanding of multivariate statistical theory and methods for their analysis of multivariate data. It can also be used as a textbook on various topics of multivariate statistical analysis.
Reviews
“This is book presents all options of the latest version of Lisrel in terms of concise theoretical introductions followed by applications to empirical data. … It was a pleasure to read this book because of its style of presentation in terms of many empirical examples and interesting plots.” (Peter C. M. Molenaar, Structural Equation Modeling, Vol. 26 (2), 2019)
“This book consists of 10 chapters and 7 appendices covering introductory and advanced topics in multivariate analysis. The book is primarily suitable for MS and Ph.D. students inthe areas of social and behavioral sciences, economists, and researchers in the field. … this book covers a large number of introductory and advanced multivariate statistical topics suitable for students in graduate programs and researchers in social and behavioral sciences, and economics disciplines.” (Morteza Marzjarani, Technometrics, Vol. 59 (4), November, 2017)
“This book presents topics in multivariate statistics in ten chapters. … audience for the book are researchers and graduate students in social sciences, public health, education, psychology, economics, and management. Because the book takes on a practical approach to multivariate statistics with numerous examples, graduate students will find an excellent source for hands-on practice. … The inclusion of numerous color plots and graphics and a very clear and personal expository language make this book a friendly companion to advanced statistics.” (Abdolvahab Khademi, Journal of Statistical Software, Vol. 78, June, 2017)
Authors and Affiliations
About the authors
Karl G. Jöreskog is Professor Emeritus at Uppsala University, Sweden, and Senior Professor at the BI Norwegian School of Business in Oslo. He has received three honorary doctorates: from the Faculty of Economics and Statistics at the University of Padua, Italy, 1993, from the Norwegian School of Economics, Bergen, Norway, 1996, and from the Faculty of Psychology at the Friedrich-Schiller-Universität, Jena, Germany, 2004. Professor Jöreskog is a member of the Swedish Royal Academy of Sciences, a Fellow of the American Statistical Association, and an Honorary Fellow of the Royal Statistical Society. He has received many awards including the American Psychological Association Distinguished Award for the Applications of Psychology and the Psychometric Society Award for Career Achievement to Educational Measurement. Together with Dag Sörbom he developed the LISREL computer program.
Ulf H. Olsson is Professor at Department of Economics and Provost at BI Norwegian Business School in Oslo with responsibility for research and academic resources. He has worked on structural equation modeling, statistical modeling and psychometrics and published several research articles in leading statistics and psychometric journals. Dr. Olsson has also authored textbooks on statistics and mathematics. In 2003 Olsson was awarded the BI Norwegian Business School’s research prize.
Bibliographic Information
Book Title: Multivariate Analysis with LISREL
Authors: Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
Series Title: Springer Series in Statistics
DOI: https://doi.org/10.1007/978-3-319-33153-9
Publisher: Springer Cham
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Hardcover ISBN: 978-3-319-33152-2Published: 27 October 2016
Softcover ISBN: 978-3-319-81440-7Published: 28 June 2018
eBook ISBN: 978-3-319-33153-9Published: 17 October 2016
Series ISSN: 0172-7397
Series E-ISSN: 2197-568X
Edition Number: 1
Number of Pages: XV, 557
Number of Illustrations: 66 b/w illustrations, 89 illustrations in colour
Topics: Statistical Theory and Methods, Statistics and Computing/Statistics Programs, Statistics for Social Sciences, Humanities, Law, Statistics for Business, Management, Economics, Finance, Insurance, Psychometrics, Marketing