Title: Basics of structural equation modeling
First published: 1997
Description: Through the use of careful narrative explanation, Basics of Structural Equation Modeling describes the logic underlying structural equation modeling (SEM) approaches, describes how SEM approaches relate to techniques like regression and factor analysis, analyzes the strengths and shortcomings of SEM as compared to alternative methodologies, and explores the various methodologies for analyzing structural equation data. Throughout the book, Maruyama uses a single data set (the relationships between peer acceptance and achievement) to demonstrate a variety of techniques ranging from path analysis to panel analysis to confirmatory analysis to latent variable structural equation modeling. In addition, Maruyama provides carefully constructed exercises both within and at the end of chapters so that readers can apply the material that they have just read. This book will provide readers with a good understanding of how and why structural equation approaches have come to be used.
Subjects: Statistical methods, Multivariate analysis, Social sciences, Social sciences, statistical methods, Structural equation modeling, Computer programs
LC classification: QA278 .M374 1998