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SCENARIO 17-4 The Regression Tree Below Was Obtained for Predicting the Weekend

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SCENARIO 17-4
The regression tree below was obtained for predicting the weekend box office revenue of a newly released movie (in thousands of dollars)based on data collected in different cities on the expenditure (at $25,$30,$35,$40,$45,$50,$55,$60,$65 or $70 thousand)spent on TV advertising and the number of times (10,15,20,25,30 or 35)a day the advertisement appear on TV.
SCENARIO 17-4 The regression tree below was obtained for predicting the weekend box office revenue of a newly released movie (in thousands of dollars)based on data collected in different cities on the expenditure (at $25,$30,$35,$40,$45,$50,$55,$60,$65 or $70 thousand)spent on TV advertising and the number of times (10,15,20,25,30 or 35)a day the advertisement appear on TV.    -Referring to Scenario 17-4,what percentage of the variation in weekend box office revenue can be explained by the amount spent on TV advertising and the number of times a day the advertisement appear on TV?
-Referring to Scenario 17-4,what percentage of the variation in weekend box office revenue can be explained by the amount spent on TV advertising and the number of times a day the advertisement appear on TV?

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Definitions:

Marginal Cost

The cost incurred from producing one additional unit of a good or service.

Fixed Cost

Costs that do not vary with the level of production or sales, remaining constant regardless of the amount of goods or services produced.

Crude Oil Price

The cost per barrel of unrefined petroleum, a key determinant of energy costs, affecting global economies.

Economic Profit

The difference between a firm's total revenues and its total costs, including both explicit and implicit costs, representing the surplus value created by a firm beyond the normal return to its inputs.

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