Demand for oil changes at Garcia’s Garage has been as follows:Month                  Number of Oil ChangesJanuary                     41February                     46March                          57April                            52May                            59June                          51July                            60August                      62a. Use simple linear regression analysis to develop a forecasting model for monthly demand. In this application, the dependent variable, Y, is monthly demand and the independent variable, X, is the month. For January, letX = 1; for February, let X = 2; and so on.b. Use the model to forecast demand for September, October,and November. Here, X = 9, 10, and 11,respectively.

Practical Management Science
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ISBN:9781337406659
Author:WINSTON, Wayne L.
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Chapter13: Regression And Forecasting Models
Section13.3: Simple Regression Models
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Demand for oil changes at Garcia’s Garage has been as follows:
Month                  Number of Oil Changes
January                     41
February                     46
March                          57
April                            52
May                            59
June                          51
July                            60
August                      62
a. Use simple linear regression analysis to develop a forecasting model for monthly demand. In this application, the dependent variable, Y, is monthly demand and the independent variable, X, is the month. For January, let
X = 1; for February, let X = 2; and so on.
b. Use the model to forecast demand for September, October,and November. Here, X = 9, 10, and 11,respectively.

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