“A special case of categorical modeling is logistic regression. You have to use this model when the dependent variable is ordinal. A page devoted to this problem also comes up shortly. You could also turn simple models like these around and analyze them as ANOVAs, but you shouldn’t.”- Sportsci.org
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Scott Page Model Thinking MOOC Course