I have a data set with many nominal categorical variables. How do I compare them. For example. Male is 1 and female is 2. Disease A is 1, Disease B is 2 and Disease C is 3. Likewise, there are many other categorical groups which needs to be compared with disease group. Is there any other way except Chi-square test and Fischer exact test? Is there a way to create a model with multivariate analysis? Thank you for your response.

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