Learning Objectives

1. Summarize the application of a chi-square test.
2. Calculate and interpret a test for the bivariate relationship between nominal or ordinal variables.
3. Determine the significance of a chi-square test statistic.
4. Explain the concept of proportional reduction of error.
5. Apply and interpret measures of association: lambda, Cramer’s V, gamma, and Kendall’s tau-b.
6. Interpret output for chi-square and measures of association.