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SCENARIO 12-6
the Following Excel Tables Are Obtained When "Score

Question 98

Multiple Choice

SCENARIO 12-6
The following Excel tables are obtained when "Score received on an exam (measured in percentage points) " (Y) is regressed on "percentage attendance" (X) for 22 students in a Statistics for Business and Economics course.  Regression Statistics  Multiple R 0.142620229 R Square 0.02034053 Standard Error 20.25979924 Observations 22 Coefficients  Standard Error  T Stat  P-value  Intercept 39.3902730937.243476591.0576422160.302826622 Attendance 0.3405835730.528524520.6444044890.526635689\begin{array}{l}\begin{array} { l r } \hline { \text { Regression Statistics } } \\\hline \text { Multiple R } & 0.142620229 \\\text { R Square } & 0.02034053 \\\text { Standard Error } & 20.25979924 \\\text { Observations } & 22 \\\hline\end{array}\\\begin{array} { l r r r l } \hline & \text { Coefficients } & \text { Standard Error } & \text { T Stat } & \text { P-value } \\\hline \text { Intercept } & 39.39027309 & 37.24347659 & 1.057642216 & 0.302826622 \\\text { Attendance } & 0.340583573 & 0.52852452 & 0.644404489 & 0.526635689 \\\hline\end{array}\end{array}
-Referring to Scenario 12-6, which of the following statements is true?


A) If attendance increases by 0.341%, the estimated mean score received will increase by 1 percentage point.
B) If attendance increases by 1%, the estimated mean score received will increase by 39.39 percentage points.
C) If attendance increases by 1%, the estimated mean score received will increase by 0.341 percentage points.
D) If the score received increases by 39.39%, the estimated mean attendance will go up by 1%.

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