A large national bank charges local companies for using its services. A bank official reported the results of a regression analysis designed to predict the bank's charges (y) , measured in dollars per month, for services rendered to local companies. One independent variable used to predict the service charge to a company is the company's sales revenue , measured in \$ million. Data for 21 companies who use the bank's services were used to fit the model
The results of the simple linear regression are provided below.
Interpret the estimate of , the -intercept of the line.
A) All companies will be charged at least by the bank.
B) About of the observed service charges fall within of the least squares line.
C) For every million increase in sales revenue, we expect a service charge to increase .
D) There is no practical interpretation since a sales revenue of is a nonsensical value.
Correct Answer:
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