In Estimating the Linear Probability Model for Whether an Individual

Multiple Choice

In estimating the linear probability model for whether an individual clicked through on an advertisement based off how much time the individual spent on the website, which of the following conditions must hold from the resulting regression (ClickThrough_i = β₀ + β₁TimeSpent_i + U_i) ?

A) The sum of the residuals will be zero.
B) All the predictions will fall between 0 and 1.
C) The estimate for β₁ will be negative.
D) The estimate for β₀ will be positive.