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SCENARIO 14-4 The Regression Tree Below Was Obtained for Predicting the Weekend

question 53

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SCENARIO 14-4
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 14-4 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 14-4, the highest mean weekend box office revenue is predicted to occur with $55 thousands spent on TV advertisement and 35 advertisement appearances a day.
-Referring to SCENARIO 14-4, the highest mean weekend box office revenue is predicted to occur with $55 thousands spent on TV advertisement and 35 advertisement appearances a day.


Definitions:

Upper Control Limit

In statistical quality control, the highest value on a control chart that signals when a process is still in control without indicating concern.

Customer Complaints

Feedback or grievances expressed by customers concerning a company's products or services.

Service Department

A sector of a business or organization dedicated to providing maintenance, repair, and customer support services.

Electronics Company

A business entity that designs, manufactures, and sells electronic equipment, devices, and components.

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