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Multivariate Analysis with LISREL

  • Karl G. Jöreskog
  • Ulf H. Olsson
  • Fan Y. Wallentin

Part of the Springer Series in Statistics book series (SSS)

Table of contents

  1. Front Matter
    Pages i-xv
  2. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 1-33
  3. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 35-133
  4. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 135-169
  5. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 171-235
  6. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 237-256
  7. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 257-282
  8. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 283-339
  9. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 341-378
  10. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 379-426
  11. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 427-467
  12. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 469-480
  13. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 481-485
  14. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 487-490
  15. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 491-491
  16. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 493-502
  17. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 503-521
  18. Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin
    Pages 523-533
  19. Back Matter
    Pages 535-557

About this book

Introduction

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.

Keywords

LISREL multivariate statistical analysis confirmatory factor analysis structural equation modeling multilevel analysis statistical software regression generalized linear models principal component analysis longitudinal data latent variables multiple groups

Authors and affiliations

  • Karl G. Jöreskog
    • 1
  • Ulf H. Olsson
    • 2
  • Fan Y. Wallentin
    • 3
  1. 1.Uppsala University and BI Norwegian Business SchoolUppsalaSweden
  2. 2.Department of EconomicsBI Norwegian Business School OsloNorway
  3. 3.Department of StatisticsUniversity of Uppsala Department of StatisticsUppsalaSweden

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-33153-9
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-319-33152-2
  • Online ISBN 978-3-319-33153-9
  • Series Print ISSN 0172-7397
  • Series Online ISSN 2197-568X
  • Buy this book on publisher's site