Categorical Data (SPSS/Statistics Questions & Answers) Everything you need to know about: Chi-square test Contingency table Cramer’s V Fisher’s exact test Goodman and Kruskal’s λ Loglinear analysis Odds ratio Phi Saturated model Yates’s continuity correction