Multiple Regression as a Structural Equation Model
Abstract
Chapter 3 concentrates on single equation regression models but presents them from the perspective of structural equations models. It introduces and applies the major steps of structural equation modeling: model specification, implied moments, model identification, model estimation, and model interpretation and fit. It also includes diagnostics and testing for regression and a discussion of the consequences of using multiple regression with variables measured with errors.
Fields of Study & Subjects
Psychometric Methodologies and Testing
Statistical Methods and Bayesian Inference
Statistical Methods and Applications
Publication details
- Journal / source
- Cambridge University Press eBooks
- Pages
- 82–146
- Publication date
- 5 February 2026
- Document type
- Book chapter