Loglinear Analysis

“Loglinear analysis is used to understand (and model) associations between two or more categorical variables (i.e., nominal or ordinal variables). However, loglinear analysis is usually employed when dealing with three or more categorical variables, as opposed to two variables, where a chi-square test for association is usually conducted instead. “
Assumption #1: You have two or more categorical variables. A categorical variable can be either a nominal variable or an ordinal variable.

Using SPSS for a Loglinear Analysis:

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