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Understanding Structural Equation Modeling [electronic resource] : A Manual for Researchers / by J.P. Verma, Priyam Verma.

By: Contributor(s): Material type: TextSeries: Synthesis Lectures on Mathematics & StatisticsPublisher: Cham : Springer International Publishing : Imprint: Springer, 2024Edition: 1st ed. 2024Description: XVII, 219 p. 137 illus., 117 illus. in color. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783031326738
Subject(s):
Additional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleLOC classification:
  • QA1-939
Online resources:
Contents:
1. Overview Of Structural Equation Modelling -- 2. Introduction To Spss And Amos Software -- 3. Understanding Correlation And Regression -- 4. Understanding The Mediation Model -- 5. Understanding Path Analysis With Multiple Regression -- 6. Understanding Path Analysis With Structural Equation Modelling -- 7. Confirmatory Factor Analysis With Structural Equation Modelling.
In: Springer Nature eBookSummary: 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. The authors then discuss the initial steps for performing structural equation modeling, including model specification, model identification, model estimation, model testing, and model modification. The book includes an introduction to the IBM SPSS and IBM SPSS Amos software. The authors the 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. The authors also highlight how these techniques can be applied to various disciplines, including psychology, education,sociology, business, medicine, political science, and biological sciences.
Item type: List(s) this item appears in: Titluri cărți electronice Springer Nature 2025 (10631 titluri)
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1. Overview Of Structural Equation Modelling -- 2. Introduction To Spss And Amos Software -- 3. Understanding Correlation And Regression -- 4. Understanding The Mediation Model -- 5. Understanding Path Analysis With Multiple Regression -- 6. Understanding Path Analysis With Structural Equation Modelling -- 7. Confirmatory Factor Analysis With Structural Equation Modelling.

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. The authors then discuss the initial steps for performing structural equation modeling, including model specification, model identification, model estimation, model testing, and model modification. The book includes an introduction to the IBM SPSS and IBM SPSS Amos software. The authors the 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. 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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