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A large national bank charges local companies for using their services. A bank official reported the results of a regression to predict the bank charges
- A large national bank charges local companies for using their services. A bank official reported the results of a regression to predict the bank charges (Y) -- measured in dollars per month-- for services rendered to local companies. One independent variable used to predict service charges is the company's sales revenue (X) -- measured in millions of dollars. Data for 21 companies who use the bank's services were used to fit the simple linear regression model and the results are provided below:
Y-hat = -2,700 + 20X
Interpret the estimate of 0, the y-intercept
A. All companies will be charged at least 2,700
B. There is no practical interpretation since a sales revenue of $0 is a nonsensical value
C. About 95% of the observed service charges fall within 2,700 of the least squares line
D. For every $1 million in sales revenue, we expect a service charge to decrease by 2700
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