Categorical Clues: The Chi-Square Contingency Table

Students frequently forget that the

E_{ij}

must generally be at least 5 for the approximation to be valid. Furthermore, the test is strictly for association, not causation; a high

X^2

indicates a relationship, but it implies nothing about the mechanism driving that relationship.

Institutional Reference: Applied Statistics