Figure
Suppose You Regress Obesity Rates for the 50 States

Multiple Choice

Figure
Suppose you regress obesity rates for the 50 states and the District of Columbia on the percentage of adults who have earned a Bachelor's degree and that you get the following results. SUMMARY OUTPUT
$\begin{array}{lr}\hline \text { Regression Staristies } & \\\hline \text { Multple R. } & 0.755633848 \\\text { R. Square } & 0.570982512 \\\text { Adjasted R. Square } & 0.562227053 \\\text { Standard Erroe } & 2.233627219 \\\text { Observations } & 51 \\\hline\end{array}$

$\text { ANOVA }$
$\begin{array}{lrrrrrr} \hline & \text { df } & S S & M S & F & \text { Significance } F \\\hline \text { Regression } & 1 & 325,3608375 & 325.3608375 & 65.21445826 & 1.46476 \mathrm{E}-10 \\\text { Residual } & 49 & 244.465437 & 4.989090551 & & \\\text { Total } & 50 & 569.8262745 & & & \\\hline\end{array}$

$\begin{array}{lcccccc}\hline & \text { Coefficients } & \text { Standard Ewor } & t \text { Stat } & \text { P-value } & \text { Lower 95\%6 } & \text { Ueper 9596 } \\\hline \text { Intercept } & 40.59256588 & 1.597069735 & 25.41690259 & 7.09161 \mathrm{E}-30 & 37.38313415 & 43.80199761 \\\text { Percent Aduhs with Bachelor's Deryee } & -0.465887223 & 0.057691105 & -8.075546932 & 1.46476 \mathrm{E}-10 & -0.581821836 & -0.34995261 \\\hline\end{array}$

$\text { Figure } 5.2$
-Based on the Excel output in Figure 5.2,you should conclude that the estimated sample regression function is

A) statistically significant because 65.21 > .05.
B) statistically significant because 1.465E - 10 < .05.
C) statistically significant because 7.092E - 30 < .05.
D) statistically significant because 25.42 > 1.96.