Multivariate Analysis with LISREL

• Main Authors: Jöreskog, Karl G. (Author), Olsson, Ulf H. (Author), Y. Wallentin, Fan (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: Springer Series in Statistics,
• Subjects: Statistics.; Marketing.; Psychometrics.; Statistical Theory and Methods.; Statistics and Computing/Statistics Programs.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.; Statistics for Business/Economics/Mathematical Finance/Insurance.

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 oth...

Table of Contents:

• Preface.- Getting Started.- Regression Models.- Generalized Linear Models.- Multilevel Analysis.- Principal Components (PCA).- Exploratory Factor Analysis (EFA).- Confirmatory Factor Analysis(CFA)
• Structural Equation Models (SEM) with Latent Variables
• Analysis of Longitudinal Data
• Multiple Groups
• Appendix
• Basic Matrix Algebra and Statistics
• Testing Normality
• Computational Notes on Censored Regression
• Normal Scores
• Assessment of Fit
• General Statistical Theory
• Iteration Algorithms
• References.   .