Q-Q plot of residuals
Here are normal Q-Q plots of the previous two models.
Original model (n_clicks versus n_impressions):

Transformed model (n_clicks ** 0.25 versus n_impressions ** 0.25):

Look at how well the points track the "normality" line. Which statement is true?
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Introduction to Regression with statsmodels in Python
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