Bridging Traditional-Statistics and Machine-Learning Approaches in Psychology: Navigating Small Samples, Measurement Error, Nonindependent Observations, and Missing Data

Advances in Methods and Practices in Psychological Science, Volume 8, Issue 3, July-September 2025.
In recent years, machine learning has propagated into different aspects of psychological research, and supervised machine-learning methods have increasingly been used as a tool for predicting human behavior or psychological characteristics when there is a …