Handbook of Quantitative Methods for Educational Research

Section 1. Measurement Theory

1. Psychometrics
Mark Wilson, Perman Gochyyev

2. Classical Test Theory
Ze Wang, Steven J. Osterlind

3. Item Response Theory
Xitao Fan, Shaojing Sun

Section 2. Methods of Analysis

4. Multiple Regression
Ken Kelley, Jocelyn H. H. Bolin

5. Cluster Analysis
Christine Distefano, Diana Mindrila

6. Multivariate Analysis of Variance
Lisa L. Harlow, Sunny R. Duerr

7. Logistic Regression
Brian F. French, Hason C. Immekus, Hsiao-Ju Yen

8. Exploratory Factor Analysis
W. Holmes finch

9. A Brief Introduction to Hierarchical Linear Modeling
Jason W. Osborne, Shevaun D. Neupert

10. Longitudinal Data Analysis
D. Betsy mccoach, John P. Madura, Karen E. Rambohernandez, Ann A. O’connell, Megan E. Welsh

11. Meta-Analysis
Spyros Konstantopoulos

12. Agent Based Modelling
Mauricio Salgado, Nigel Gilbert

13. Mediation, Moderation & Interaction
James Hall, Pamela Sammons

Section 3. Structural Equation Models

14. Introduction to Confirmatory Factor Analysis and Structural Equation Modeling
Matthew W. Gallagher, Timothy A. Brown

15. Testing Measurement and Structural Invariance
Daniel A. Sass, Thomas A. Schmitt

16. Mixture Models in Education
George A. Marcoulides, Ronald H. Heck

17. Selecting Sem Computer Programs
Barbara M. Byrne

Keywords: Education, Education, general