Statistical Methods for Experimental Research in Education and Psychology

• Main Author: Leppink, Jimmie (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Springer Texts in Education,
• Subjects: Educational psychology.; Education-Psychology.; Learning.; Instruction.; Statistics .; Psychology, Experimental.; Educational Psychology.; Learning & Instruction.; Statistics for Social Sciences, Humanities, Law.; Experimental Psychology.

This book focuses on experimental research in two disciplines that have a lot of common ground in terms of theory, experimental designs used, and methods for the analysis of experimental research data: education and psychology. Although the methods covered in this book are also frequently used in ma...

Table of Contents:

• PART I: COMMON QUESTIONS
• Chapter 1: The Question-Design-Analysis Bridge
• Chapter 2: Statistical Testing and Estimation
• Chapter 3: Measurement and Quality Criteria
• Chapter 4: Dealing with Missing Data
• PART II: TYPES OF OUTCOME VARIABLES
• Chapter 5: Dichotomous Outcome Variables
• Chapter 6: Multicategory Nominal Outcome Variables
• Chapter 7: Ordinal Outcome Variables
• Chapter 8: Quantitative Outcome Variables
• PART III: TYPES OF COMPARISONS
• Chapter 9: Common Approaches to Multiple Testing
• Chapter 10: Directed Hypotheses and Planned Comparisons
• Chapter 11: Two-Way and Three-Way Factorial Designs
• Chapter 12: Factor-Covariate Combinations
• PART IV: MULTILEVEL DESIGNS
• Chapter 13: Interaction Between Participants
• Chapter 14: Two or More Raters
• Chapter 15: Group-by-Time Interactions
• Chapter 16: Models for Treatment Order Effects.