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A Large National Bank Charges Local Companies for Using Their Y1=b0+b1x1+εjY _ { 1 } = b _ { 0 } + b _ { 1 } x _ { 1 } + \varepsilon _ { j }

question 186

Multiple Choice

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 charge 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:
Y1=b0+b1x1+εjY _ { 1 } = b _ { 0 } + b _ { 1 } x _ { 1 } + \varepsilon _ { j }
The results of the simple linear regression are provided below:
Y^=2,700+20X,SYX=65, two-tailed p-value =0.034 (for testing θ1 )  \hat { Y } = - 2,700 + 20 X , S _ { Y X } = 65 \text {, two-tailed } p \text {-value } = 0.034 \text { (for testing } \theta _ { 1 } \text { ) }
-Referring to Instruction 12.1,interpret the estimate of ?0,the Y-intercept of the line.

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