Identify and give a brief explanation of the:- i. Dependent variable ii. Independent variable  b. Use simple linear regression to forecast annual demand for months 9 and 10 by using the tabular method to:- i. Derive the values for the intercept and slope.  ii. Derive the linear regression equation.  iii. Plot the linear regression line.  iv. Develop a forecast of the clinic attendance for months 9 and 10.

Practical Management Science
6th Edition
ISBN:9781337406659
Author:WINSTON, Wayne L.
Publisher:WINSTON, Wayne L.
Chapter13: Regression And Forecasting Models
Section: Chapter Questions
Problem 40P: The Baker Company wants to develop a budget to predict how overhead costs vary with activity levels....
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QUESTION 2


The number of patients coming to the Healthy Start Maternity clinic has been increasing steadily
over the past eight months. You are provided with some historical data as follows:


Month                          Clinic attendance (in thousands)
1                                    3.4
2                                    3.9
3                                    4.5
4                                    5.0
5                                    5.8
6                                   5.9
7                                   6.5
8                                   6.7


a. Identify and give a brief explanation of the:-
i. Dependent variable
ii. Independent variable 


b. Use simple linear regression to forecast annual demand for months 9 and 10 by using the
tabular method to:-
i. Derive the values for the intercept and slope. 
ii. Derive the linear regression equation. 
iii. Plot the linear regression line. 
iv. Develop a forecast of the clinic attendance for months 9 and 10. 

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