Understanding Structural Equation Modeling

£39.99

Understanding Structural Equation Modeling

A Manual for Researchers

Mathematics Calculus and mathematical analysis Probability and statistics Applied mathematics Information visualization

Authors: J.P. Verma, Priyam Verma

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Collection: Synthesis Lectures on Mathematics & Statistics

Language: English

Published by: Springer

Published on: 6th October 2023

Format: LCP-protected ePub

ISBN: 9783031326738


Overview

This book presents a comprehensive overview of Structural Equation Modeling and how it can be applied to address research issues in different disciplines. The authors employ a ‘simple to complex’ approach. The book reviews topics such as variance, covariance, correlation, multiple regression, mediation, moderation, path analysis, and confirmatory factor analysis.

Modeling Process

The authors then discuss the initial steps for performing structural equation modeling, including model specification, model identification, model estimation, model testing, and model modification.

Software and Practical Application

The book includes an introduction to the IBM SPSS and IBM SPSS Amos software. The authors then explain how this software can be utilized for developing measurement, structural models, and SEM models. The book provides conceptual clarity in understanding the models and discusses practical approaches to solving them.

Disciplinary Applications

The authors also highlight how these techniques can be applied to various disciplines, including psychology, education, sociology, business, medicine, political science, and biological sciences.

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