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An Ardent Fan of Television Game Shows Has Observed That

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An ardent fan of television game shows has observed that, in general, the more educated the contestant, the less money he or she wins. To test her belief, she gathers data about the last eight winners of her favourite game show. She records their winnings in dollars and their years of education. The results are as follows.  Contestant  Years of  education  Winnings 111750215400312600416350511800616300713650814400\begin{array} { | c | c | c | } \hline \text { Contestant } & \begin{array} { c } \text { Years of } \\\text { education }\end{array} & \text { Winnings } \\\hline 1 & 11 & 750 \\\hline 2 & 15 & 400 \\\hline 3 & 12 & 600 \\\hline 4 & 16 & 350 \\\hline 5 & 11 & 800 \\\hline 6 & 16 & 300 \\\hline 7 & 13 & 650 \\\hline 8 & 14 & 400 \\\hline\end{array} Use the predicted and actual values of y to calculate the residuals.


Definitions:

Primarily Personal

Indicates the use of property or resource predominantly for the owner's personal purposes and enjoyment rather than for business or rental.

Personal/Rental

Relates to property used for both personal and rental purposes, requiring specific tax treatment and allocation of expenses for each use.

Allocate Expenses

The process of assigning costs to specific cost centers or accounts based on their usage or benefit received.

Royalties

Payments made to the owners of intellectual property, such as patents, copyrights, and trademarks, usually based on a percentage of revenue generated from their use.

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