Advanced & Applied Topics · Structural Equation Modeling (SEM)

Structural equation modeling (SEM) · Treatise on the full structural model

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Technical Treatise on Structural Equation Models

Overview

Topics covered

  • Introduction
  • The Complete Structural Model: Theory, Covariance Algebra and Estimation
  • Jöreskog's synthesis and methodological unification
  • Classification and taxonomy of variables
  • The complete matrix formulation: The LISREL framework
  • Jöreskog's 8 Basic Parameter Matrices

Related concepts

Main connections

  • Linear algebra & matrices
  • Variance & standard deviation
  • Maximum likelihood estimation
  • Hypothesis testing
  • Conditional probability & independence
  • Chi-squared tests & goodness of fit

Compatible notation

Mathematical sample in LaTeX

The expression is rendered accessibly, with its LaTeX source preserved below.

X=Λxξ+δ
View LaTeX source\boxed{X = \Lambda_x \xi + \delta}