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A Company Keeps Extensive Records on Its New Salespeople on the Premise

Question 99

Essay

A company keeps extensive records on its new salespeople on the premise that sales should increase with experience. A random sample of seven new salespeople produced the data on experience and sales shown in the table.  Months on Job  Monthly Sales  ($ thousands) 22.447.0811.31215.01.853.7912.0\begin{array}{c|c}\text { Months on Job } & \begin{array}{c}\text { Monthly Sales } \\\text { (\$ thousands) }\end{array} \\\hline 2 & 2.4 \\4 & 7.0 \\8 & 11.3 \\12 & 15.0 \\1 & .8 \\5 & 3.7 \\9 & 12.0\end{array}

Summary statistics yield SSxx=94.8571,SSxy=124.7571,SSyy=176.5171,xˉ=5.8571S S _ { x x } = 94.8571 , S S _ { x y } = 124.7571 , S S _ { y y } = 176.5171 , \bar { x } = 5.8571 , and yˉ=7.4571\bar { y } = 7.4571 . Calculate a 90%90 \% confidence interval for E(y)E ( y ) when x=5x = 5 months. Assume s=1.577s = 1.577 and the prediction equation is y^=.25+1.315x\hat { y } = - .25 + 1.315 x .

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