The headless professor continues from the previous lesson on correlation. He begins with identifying the four possible relationships that could explain an association between variables.

Probability values are covered and how to interpret them. What are the four relationships that can explain an association between variables? What is the null hypothesis and why is it important? How is interpreting a probability value different from interpreting the strength of a correlation?