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Figure:
Suppose You Regress U  Figure 5.1\text { Figure } 5.1

question 15

Multiple Choice

Figure:
Suppose you regress U.S.annual real GDP ($ billions) on U.S.annual real defense expenditures ($ millions) and that you get the following results. SUMMARY OUTPUT

 Regvessiait Statistics  Muatiple R. 0.523337059 R Sqare 0.273881677 Adjusted R Square 0.263508558 Standard Error 3201.551247 Obsenvations 72\begin{array}{lc}\hline \text { Regvessiait Statistics } & \\\hline \text { Muatiple R. } & 0.523337059 \\\text { R Sqare } & 0.273881677 \\\text { Adjusted R Square } & 0.263508558 \\\text { Standard Error } & 3201.551247 \\\text { Obsenvations } & 72 \\\hline\end{array}


 ANOVA  of SS MS F Siguffecance F Regressice 1270629128.2270629128.226.40302112.39636E06 Residual 7071749512710249930.39 Total 71988124255.3\begin{array}{l}\text { ANOVA }\\\begin{array}{lccccc}\hline & \text { of } & S S & \text { MS } & F & \text { Siguffecance } F \\\hline \text { Regressice } & 1 & 270629128.2 & 270629128.2 & 26.4030211 & 2.39636 \mathrm{E}-06 \\\text { Residual } & 70 & 717495127 & 10249930.39 & & \\\text { Total } & 71 & 988124255.3 & & & \\\hline\end{array}\end{array}

 Coeffieients  Staudard Errar t Stat  P-value  Lower 95% Upper 95%6 linercept 1273.293919979.79677621.2995489980.198019186680.84910853227.436946 Real Defense Expesdtures (milions)  0.0136590420.0026582355.1383870132.39636E060.0083573590.018960725\begin{array}{lcccccc}\hline & \text { Coeffieients } & \text { Staudard Errar } & t \text { Stat } & \text { P-value } & \text { Lower } 95 \% & \text { Upper } 95 \% 6 \\\hline \text { linercept } & 1273.293919 & 979.7967762 & 1.299548998 & 0.198019186 & -680.8491085 & 3227.436946 \\\text { Real Defense Expesdtures (milions) } & 0.013659042 & 0.002658235 & 5.138387013 & 2.39636 \mathrm{E}-06 & 0.008357359 & 0.018960725 \\\hline\end{array}

 Figure 5.1\text { Figure } 5.1



-Based on the Excel output in Figure 5.1,you should conclude that the estimated sample regression function is


Definitions:

Value Drivers

Factors that increase the value of a product or service to customers, directly impacting the company's performance and profitability.

Growth

An increase in the size, amount, or value of something, often seen as a positive development in economic, business, or personal contexts.

Sustainability

The practice of maintaining processes or systems in ways that do not deplete resources or harm natural cycles for future generations.

Return On Investment

A performance measure used to evaluate the efficiency or profitability of an investment, calculated by dividing the benefit of an investment by its cost.

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