Regression and Machine Learning for Education Sciences Using R

This book provides a conceptual introduction to regression and machine learning and its applications in education research. The book discusses its diverse applications, including its role in predicting future events based on the current data or explaining why some phenomena occur.

Cody Dingsen is a professor in the Department of Educational Sciences & Professional Programs at the University of Missouri-St. Louis. His research interests include Multidimensional Scaling models for change and preference, psychometrics, data science, cognition and learning, emotional development, and biopsychosocial development.