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SCENARIO 12-5
the Managing Partner of an Advertising Agency Believes

question 162

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SCENARIO 12-5
The managing partner of an advertising agency believes that his company's sales are related to the industry sales.He uses Microsoft Excel to analyze the last 4 years of quarterly data with the following results:  Regression Statistics  Multiple R 0.802 R Square 0.643 Adjusted R Square 0.618 Standard Error Syv 0.9234 Observations 16\begin{array}{ll}{\text { Regression Statistics }} \\\text { Multiple R } & 0.802 \\\text { R Square } & 0.643 \\\text { Adjusted R Square } & 0.618 \\\text { Standard Error Syv } & 0.9234\\\text { Observations } & 16\end{array}
ANOVA
 df  SS  MS  F  Sig.F  Regression 121.49721.49725.270.000 Error 1411.9120.851 Total 1533.409\begin{array}{lrrrcc} & \text { df } & \text { SS } & \text { MS } & \text { F } & \text { Sig.F } \\\text { Regression } & 1 & 21.497 & 21.497 & 25.27 & 0.000 \\\text { Error } & 14 & 11.912 & 0.851 & & \\\text { Total } & 15 & 33.409 & & &\end{array}


 Predictor Coef  StdError t Stat  P-value  Intercept 3.9621.4402.750.016 Industry 0.0404510.0080485.030.000\begin{array}{llll}\text { Predictor Coef } & \text { StdError } t \text { Stat } & \text { P-value }\\\hline\text { Intercept }& 3.962 & 1.440 & 2.75 & 0.016 \\\text { Industry } &0.040451 & 0.008048 & 5.03 & 0.000\end{array}

 Durbin-Watson Statistic 1.59\text { Durbin-Watson Statistic } \quad 1.59
-Referring to Scenario 12-5, the value of the quantity that the least squares regression line minimizes is _.

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Definitions:

Herbert Hoover

The 31st President of the United States, serving from 1929 to 1933, whose term was marked by the onset of the Great Depression.

America First Committee

A non-interventionist group formed in the United States prior to World War II that advocated for keeping the US out of the conflict.

Henry Ford

An American industrialist and the founder of Ford Motor Company, he revolutionized factory production with his assembly line methods.

Charles Lindbergh

An American aviator who gained fame for making the first solo transatlantic airplane flight in 1927.

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