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A Local Tire Dealer Wants to Predict the Number of Tires

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Essay

A local tire dealer wants to predict the number of tires sold each month.He believes that the number of tires sold is a linear function of the amount of money invested in advertising.He randomly selects 6 months of data consisting of tire sales (in thousands of tires)and advertising expenditures (in thousands of dollars).Based on the data set with 6 observations,the simple linear regression model yielded the following results. A local tire dealer wants to predict the number of tires sold each month.He believes that the number of tires sold is a linear function of the amount of money invested in advertising.He randomly selects 6 months of data consisting of tire sales (in thousands of tires)and advertising expenditures (in thousands of dollars).Based on the data set with 6 observations,the simple linear regression model yielded the following results.   Calculate the coefficient of determination. Calculate the coefficient of determination.


Definitions:

Salvage Value

The predicted price that an asset will fetch when it is sold at the conclusion of its usable life.

Working Capital

The difference between a company's current assets and current liabilities, representing the liquidity available to run its operations.

Contribution Margin

The amount by which the sale of a product or service exceeds its variable costs, used to cover fixed costs and generate profit.

Incremental Annual Net Cash Inflows

The additional cash flow a company receives from undertaking a project, after accounting for direct costs and revenue changes.

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