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[answered] BUSS 3303 Homework Chapter 13 1. A regional planner is stud


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BUSS 3303 Homework Chapter 13

 

1. A regional planner is studying the demographics in a region of a particular state. She has

 

gathered the following data on nine counties.

 

County

 

A

 

B

 

C

 

D

 

E

 

F

 

G

 

H

 

J Median Income

 

$48,157

 

48,568

 

46,816

 

34,876

 

35,478

 

34,465

 

35,026

 

38,599

 

33,315 Median Age

 

57.7

 

60.7

 

47.9

 

38.4

 

42.8

 

35.4

 

39.5

 

65.6

 

27.0 Coastal

 

1

 

1

 

1

 

0

 

0

 

0

 

0

 

0

 

0 a) Which variable is the ?dependent? variable?

 

b) Use excel software to determine the regression equation. Interpret the value of the slope in a

 

simple regression equation.

 

c) Include the aspect that the county is ?coastal? or not in a multiple linear regression analysis

 

using a ?dummy? variable. Does it appear to be a significant influence on incomes?

 

d) Test each of the individual coefficients to see if they are significant.

 

2. A real estate developer wishes to study to relationship between the size of home a client will

 

purchase (in square feet) and other variables. Possible independent variables included the

 

family income, family size, whether there is a senior adult parent living with the family (1 for

 

yes, 0 for no), and the total years of education beyond high school for the husband and wife.

 

The sample information is reported below.

 

Family

 

1

 

2

 

3

 

4

 

5

 

6

 

7

 

8

 

9

 

10 Square Feet

 

2,240

 

2,380

 

3,640

 

3,360

 

3,080

 

2,940

 

4,480

 

2,520

 

4,200

 

2,800 Income(000s)

 

60.8

 

68.4

 

104.5

 

89.3

 

72.2

 

114

 

125.4

 

83.6

 

133

 

95 Family Size

 

2

 

2

 

3

 

4

 

4

 

3

 

6

 

3

 

5

 

3 Senior Parent

 

0

 

1

 

0

 

1

 

0

 

1

 

0

 

0

 

0

 

0 Education

 

4

 

6

 

7

 

0

 

2

 

10

 

6

 

8

 

2

 

6 a) Use excel software to develop an appropriate multiple regression equation? Interpret the value

 

of the slope in a simple regression equation.

 

b) Test each of the individual coefficients to see if they are significant. Interpret your results.

 


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