In estimating the linear probability model for whether an individual clicked through on an advertisement based off whether the individual is on a mobile device or not, which of the following conditions may not hold from the resulting regression (ClickThroughi = ?0 + ?1Mobilei + Ui)?
A. The sum of the residuals for the mobile observations will be zero.
B. The sum of the residuals will be zero.
C. The sum of the residuals for the non-mobile observations will be zero.
D. The sum of the predictions will be zero.
Answer: D
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