Given: (7 Pts $\mathrm { B } \mathbb { I N G E }$

Given: (7 pts. each)
Dependent Variable: $\mathrm { B } \mathbb { I N G E }$
Method: Least Squares
Sample(adjusted): 1695
Included observations: 695 after adjusting endpoints

$\begin{array}{crlrr}\hline \hline \text { Variable } & \text { Coefficient } & \text { Std. Error } & \text { t-Statistic } & \text { Prob. } \\\hline \hline \text { C } & 0.818558 & 0.125126 & 6.541884 & 0.0000 \\\text { GPA } & -0.125652 & 0.033407 & -3.761217 & 0.0002 \\\text { MALE } & 0.135596 & 0.036207 & 3.745041 & 0.0002 \\\text { WHITE } & 0.200085 & 0.056133 & 3.564477 & 0.0004 \\\hline \hline \text { R-squared } & 0.056816 & \text { Mean dependent var } && 0.628777 \\\text { Adjusted R-squared } & 0.052721 & \text { S.D. dependent var } && 0.483480 \\\text { S.E. of regression } & 0.470563 & \text { Akaike info criterion } && 1.335963 \\\text { Sum squared resid } & 153.0075 & \text { Schwarz criterion } && 1.362115 \\\text { Log likelihood } & -460.2471 & \text { F-statistic } && 13.87497 \\\text { Durbin-Watson stat } & 2.015544 & \text { Prob(F-statistic) } && 0.000000 \\\hline \hline\end{array}$ Where: BINGE = 1 if student is a binge drinker, 0 otherwise
GPA = grade point average
MALE = 1 if male, 0 otherwise
WHITE = 1 if white, 0 otherwise
A) Interpret the constant term.
B) Interpret the coefficient on GPA.
C) Interpret the coefficient on MALE.
D) According to this model, what is the probability that a white female with a 2.8 GPA is a binge drinker?

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