Structural Equation Modeling With AMOS: Basic Concepts, Applications, and Programming 2nd Edition by Barbara M. Byrne – Ebook PDF Instant Download/Delivery: 0805863737, 978-0805863734
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Product details:
ISBN 10: 0805863737
ISBN 13: 978-0805863734
Author: Barbara M. Byrne
Structural Equation Modeling With AMOS: Basic Concepts, Applications, and Programming 2nd Edition:
This bestselling text provides a practical guide to the basic concepts of structural equation modeling (SEM) and the AMOS program (Versions 17 & 18). The author reviews SEM applications based on actual data taken from her research. Noted for its non-mathematical language, this book is written for the novice SEM user. With each chapter, the author “walks” the reader through all steps involved in testing the SEM model including:
- an explanation of the issues addressed
- an illustration of the hypothesized and posthoc models tested
- AMOS input and output with accompanying interpretation and explanation
- The function of the AMOS toolbar icons and their related pull-down menus
- The data and published reference upon which the model was based.
With over 50% new material, highlights of the new edition include:
- All new screen shots featuring Version 17 of the AMOS program
- All data files now available at www.routledge.com/9780805863734
- Application of a multitrait-mulitimethod model, latent growth curve model, and second-order model based on categorical data
- All applications based on the most commonly used graphical interface
- The automated multi-group approach to testing for equivalence
The book opens with an introduction to the fundamental concepts of SEM and the basics of the AMOS program. The next 3 sections present applications that focus on single-group, multiple-group, and multitrait-mutimethod and latent growth curve models. The book concludes with a discussion about non-normal and missing (incomplete) data and two applications capable of addressing these issues.
Intended for researchers, practitioners, and students who use SEM and AMOS in their work, this book is an ideal resource for graduate level courses on SEM taught in departments of psychology, education, business, and other social and health sciences and/or as a supplement in courses on applied statistics, multivariate statistics, statistics II, intermediate or advanced statistics, and/or research design. Appropriate for those with limited or no previous exposure to SEM, a prerequisite of basic statistics through regression analysis is recommended.
Structural Equation Modeling With AMOS: Basic Concepts, Applications, and Programming 2nd Edition Table of contents:
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Section 1: Introduction
- Structural Equation Modeling: The Basics
- Using the Amos Program
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Section 2: Single-Group Analyses
- Confirmatory Factor Analytic Models
- Application 1: Testing the Factorial Validity of a Theoretical Construct (First-Order CFA Model)
- Application 2: Testing the Factorial Validity of Scores from a Measurement Scale (First-Order CFA Model)
- Application 3: Testing the Validity of Scores from a Measurement Scale (Second-Order CFA Model)
- Full Latent Variable Model
- Application 4: Testing the Validity of a Causal Structure
- Confirmatory Factor Analytic Models
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Section 3: Multiple-Group Analyses
- Confirmatory Factor Analytic Models
- Application 5: Testing Factorial Invariance of Scales from a Measurement Scale (First-Order CFA Model)
- Application 6: Testing Invariance of Latent Mean Structures (First-Order CFA Model)
- Full Latent Variable Model
- Application 7: Testing Invariance of a Causal Structure
- Confirmatory Factor Analytic Models
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Section 4: Other Important Applications
- Application 8: Testing Evidence of Construct Validity: The Multitrait-Multimethod Model
- Application 9: Testing Change Over Time: The Latent Growth Curve Model
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Section 5: Other Important Topics
- Application 10: Use of Bootstrapping in Addressing Non-normal Data
- Application 11: Addressing the Issues of Incomplete Data
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