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Structural Equation Modeling

Data Analytics

ISBN #978-1-952023-24-8

Structural Equation Modeling

James Gaskin, PhD

This resource is designed to take the student from zero knowledge about structural equation modeling to being confident about not only HOW to test their theories but also WHAT the results mean and WHY the results are what they are. With a focus on concepts and procedures rather than underlying algorithmic mechanisms, this resource prepares students to conduct analyses independently and confidently.

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Course Objective

This resource teaches students how to confidently test their theories using structural equation modeling, focusing on concepts and procedures rather than algorithmic mechanisms, and prepares them to analyze results independently.

Table of Contents

Chapter 1: Introduction
Chapter 2: Fundamental Statistical Concepts
Chapter 3: Simple Hypothesis Testing
Chapter 4: Statistical Assumptions
Chapter 5: Exploratory Factor Analysis
Chapter 6: Confirmatory Factor Analysis
Chapter 7: Structural Modeling
Chapter 8: Final Project
Chapter 9: CONGRATULATIONS!!!

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