Developing multiple regression equation


Assignment:

The manager of Erehwon police department motor pool wants to develop a forecast model for annual maintenance costs on police cars, based on mileage in the past year, and age of cars. The following data have been collected for eight different cars:

Miles Driven    Car Age (yr.)    Maintenance Cost ($)

16,320    7    1,200
15,100    8    1,400
18,500    8    1,820
10,200    3    900
9,175      3    650
12,770    7 1,150
8,600     2    875
7,900     3    900

a. Using Excel,develop a multiple regression equation for these data.
b. What is the coefficient of determination? What does it mean?
c. Forecast the annual maintenance cost for a police car that is 5 years old and will be driven 10,000 miles in 1 year.

Provide complete and step by step solution for the question and show calculations and use formulas.

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Basic Statistics: Developing multiple regression equation
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