When building statistical models in educational research or predictive analytics, one of the most important considerations is ensuring the model generalizes well to new data. This blog will focus on two fundamental concepts: cross-validation and overfitting, and how they relate to ensuring model robustness. What is Overfitting? Overfitting occurs when your model fits not just […]