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What is the difference between multilevel and multinomial logistic regression?
Great. How do the interpretations of the coefficients differ between the two types of regression?
The interpretations of the coefficients are similar across both models. In both cases, the regression coefficients reflect the effect of a unit change in the independent variable on the log odds of the dependent variable. The odds ratio can be calculated by exponentiating the coefficients.