r² or R² — When to Use What

Graphical explanation of the squared Pearson correlation coefficient and coefficient of determination to help you spot statistical lies

Difference between the Pearson correlation coefficient and the coefficient of determination. Image by author.

Picture this- You are a stock analyst responsible for predicting Walmart’s stock price ahead of its quarterly earnings report. You are hard at work just when your data scientist walks in…