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SCENARIO 13-5
a Microeconomist Wants to Determine How Corporate Sales

question 249

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SCENARIO 13-5
A microeconomist wants to determine how corporate sales are influenced by capital and wage spending by companies.She proceeds to randomly select 26 large corporations and record information in millions of dollars.The Microsoft Excel output below shows results of this multiple regression. SUMMARY OUTPUT
Regression Statistics
 Multiple R 0.830 R Square 0.689 Adjusted R Square 0.662 Standard Error 17501.643 Observations 26\begin{array} { l l } \text { Multiple R } & 0.830 \\ \text { R Square } & 0.689 \\ \text { Adjusted R Square } & 0.662 \\ \text { Standard Error } & 17501.643 \\ \text { Observations } & 26 \end{array}
ANOVA
df SS  MS F Signif F Regression 215579777040778988852025.4320.0001 Residual 237045072780306307512 Total 2522624849820\begin{array} { l r c c c c } & d f & \text { SS } & \text { MS } & F & \text { Signif } F \\ \text { Regression } & 2 & 15579777040 & 7789888520 & 25.432 & 0.0001 \\ \text { Residual } & 23 & 7045072780 & 306307512 & & \\ \text { Total } & 25 & 22624849820 & & & \end{array}


 Coeff  StdError t Stat  P-value  Intercept 15800.00006038.29992.6170.0154 Capital 0.12450.20450.6090.5485 Wages 7.07621.47294.8040.0001\begin{array}{lrrrr} & \text { Coeff } & \text { StdError } & t \text { Stat } & \text { P-value } \\\text { Intercept } & 15800.0000 & 6038.2999 & 2.617 & 0.0154 \\\text { Capital } & 0.1245 & 0.2045 & 0.609 & 0.5485 \\\text { Wages } & 7.0762 & 1.4729 & 4.804 & 0.0001\end{array}

-Referring to SCENARIO 13-5, what are the predicted sales (in millions of dollars) for a company spending $500 million on capital and $200 million on wages?


Definitions:

Affiliation Needs

The human desire to belong to a group, be accepted, and maintain relationships with others, driving social interactions.

Security Needs

Basic human requirements for safety and stability, including physical safety, employment, resources, health, and property, as essential for well-being.

Physiological Needs

Basic human necessities required for survival, such as food, water, shelter, and sleep; the foundational level in Maslow's hierarchy of needs.

Affiliation Needs

The inherent human desire to belong to a group or form close and interpersonal relationships.

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