Answer on Statistics and Probability Question for Gwen
Question #779
How can we detect non-linearity of regression function?
Expert's answer
The simplest method is to check the distribution of residuals, versus independent variables and versus fitted values. If they are uniformly distributed, we can assume that we have linear relationships of dependent Y and independent Xi variables. You can also consider the scatterplot of Y versus each of the independent variables.
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