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Basically, you've got three kinds of predictors: Binary (e.g., gender sex coded female = 0, male = 1): The coefficient is the degree to which males are higher than females on the outcome variable, holding all other variables constant. Numeric (e.g., age in years): The coefficient is the effect of being one year older on the outcome variable holding all ...

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