APFIVE Residual Plots and Data Transformation
When examining a residual plot for a linear regression model of plant growth versus sunlight exposure, which of the following would indicate that a transformation of the data might be necessary?
A
Residuals with a mean of exactly zero
B
A systematic curved pattern in the residuals
C
Equal spread of residuals across all predictor values
D
Residuals randomly scattered around zero
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