APFIVE Residual Plots and Data Transformation
For a linear regression model, which characteristic of the corresponding residual plot suggests that a transformation of the data may be necessary?
A
Equal spread of residuals across all predictor values
B
Residuals randomly scattered around zero
C
Residuals with a mean of exactly zero
D
A systematic curved pattern in the residuals
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