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TABLE 13-1 A Large National Bank Charges Local Companies for Using Their

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TABLE 13-1
A large national bank charges local companies for using their 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 service charges to a company 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 model:
Yi = β0 + β1Xi + εi
The results of the simple linear regression are provided below. TABLE 13-1 A large national bank charges local companies for using their 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 service charges to a company 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 model: Y<sub>i</sub> = β<sub>0</sub> + β<sub>1</sub>X<sub>i</sub> + ε<sub>i</sub> The results of the simple linear regression are provided below.   -Referring to Table 13-1,interpret the estimate of β<sub>0</sub>,the Y-intercept of the line. A) All companies will be charged at least $2,700 by the bank. 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 increase in sales revenue,we expect a service charge to decrease $2,700.
-Referring to Table 13-1,interpret the estimate of β0,the Y-intercept of the line.


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