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How can I assess linearity when there are multiple independent variables?

April 26, 2017assess independent linearity variables

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How can I assess linearity when there are multiple independent variables?

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To assess linearity in a multiple regression you can create plots of Y vs. each X, residuals vs. each X, and/or residuals vs. predicted Y. You do not need to assess linearity for dichotomous or other categorical variables.