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I have attached screenshots of the questions I need help with If a categorical independent variable contains 4 categories, then dummy variable(s) will be needed

I have attached screenshots of the questions I need help with

If a categorical independent variable contains 4 categories, then dummy variable(s) will be needed to uniquely represent these categories

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