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Annie Mikhail, Market Analyst for a National Company Specializing in Historic

Question 101

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Annie Mikhail, market analyst for a national company specializing in historic city tours, is analyzing the relationship between the sales revenue from historic city tours and the size of the city.She gathers data from six cities in which the tours are offered.Annie's dependent variable is annual sales revenues and her independent variable is the city population.Regression analysis of the data yielded the following tables.  Annie Mikhail, market analyst for a national company specializing in historic city tours, is analyzing the relationship between the sales revenue from historic city tours and the size of the city.She gathers data from six cities in which the tours are offered.Annie's dependent variable is annual sales revenues and her independent variable is the city population.Regression analysis of the data yielded the following tables.    \begin{array}{|c|c|c|c|c|} \hline \text { Souros } & \text { df } & \text { SS } & \text { MS } & F \\ \hline \text { Recrem } & 1 & 3.550325 & 3.550325 & 63.20809 \\ \hline \text { Residval } & 4 & 0224675 & 0.056169 & \\ \hline \text { Total } & 5 & 3.775 & & \\ \hline \end{array}   \begin{array} { | c | }  \hline S _ { \mathrm { e} }  = 0.237 \\ \hline r ^ { 2 } = 0.940483\\ \hline \end{array}  Using  \alpha = 0.05, Annie should ________________. A) increase the sample size B) not reject H<sub>0</sub>:  \beta <sub>1</sub> = 0 C) reject H<sub>0</sub>:  \beta <sub>1</sub> = 0 D) suspend judgment E) reject H<sub>0</sub>:  \beta <sub>0</sub> = 0  Souros  df  SS  MS F Recrem 13.5503253.55032563.20809 Residval 402246750.056169 Total 53.775\begin{array}{|c|c|c|c|c|}\hline \text { Souros } & \text { df } & \text { SS } & \text { MS } & F \\\hline \text { Recrem } & 1 & 3.550325 & 3.550325 & 63.20809 \\\hline \text { Residval } & 4 & 0224675 & 0.056169 & \\\hline \text { Total } & 5 & 3.775 & & \\\hline\end{array}
Se=0.237r2=0.940483\begin{array} { | c | } \hline S _ { \mathrm { e} } = 0.237 \\\hline r ^ { 2 } = 0.940483\\\hline\end{array} Using α\alpha = 0.05, Annie should ________________.


A) increase the sample size
B) not reject H0: β\beta 1 = 0
C) reject H0: β\beta 1 = 0
D) suspend judgment
E) reject H0: β\beta 0 = 0

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