The materials handling manager of a manufacturing company is trying to forecast the cost of maintenance for the company's fleet of over-the-road tractors. The manager believes that the cost of maintaining the tractors increases with their age. The following data was collected: Age (years) 6.5 5.5 6.5 6.0 6.0 6.0 7.0 7.0 7.5 Yearly Maintenance Cost ($) 1,119 1,549 1,533 995 1,223 1,181 1,390 2,022 1,487 Age (years) 8.0 2.5 2.5 8.0 8.0 3.0 3.0 3.0 Yearly Maintenance Cost ($) 1,694 663 682 1,264 1,873 1,478 966 1,049 a. Use POM for Windows' least squares-linear regression module to develop a relationship to forecast the yearly maintenance cost based on the age of a tractor. (Enter your responses rounded to three decimal places and include a minus sign if necessary.) Y=+X where Y = Yearly maintenance cost in dollars and X = Age in years. b. If a section has 10 two-year-old tractors, what is the forecast for the annual maintenance cost? $ (Enter your response rounded to two decimal places.)
The materials handling manager of a manufacturing company is trying to forecast the cost of maintenance for the company's fleet of over-the-road tractors. The manager believes that the cost of maintaining the tractors increases with their age. The following data was collected: Age (years) 6.5 5.5 6.5 6.0 6.0 6.0 7.0 7.0 7.5 Yearly Maintenance Cost ($) 1,119 1,549 1,533 995 1,223 1,181 1,390 2,022 1,487 Age (years) 8.0 2.5 2.5 8.0 8.0 3.0 3.0 3.0 Yearly Maintenance Cost ($) 1,694 663 682 1,264 1,873 1,478 966 1,049 a. Use POM for Windows' least squares-linear regression module to develop a relationship to forecast the yearly maintenance cost based on the age of a tractor. (Enter your responses rounded to three decimal places and include a minus sign if necessary.) Y=+X where Y = Yearly maintenance cost in dollars and X = Age in years. b. If a section has 10 two-year-old tractors, what is the forecast for the annual maintenance cost? $ (Enter your response rounded to two decimal places.)
Chapter6: Target Markets: Segmentation And Evaluation
Section: Chapter Questions
Problem 17DRQ: Under what conditions might a firm use multiple forecasting methods?
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