Project Part B: Hypothesis Testing and Confidence Intervals

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Project Part B: Hypothesis Testing and Confidence Intervals

Location

Income ($1,000)

Size

Years

Credit Balance ($)

Rural

25

4

2

2047

Rural

30

5

5

2660

Rural

33

6

10

2766

Rural

30

6

9

2697

Rural

33

6

11

2914

Rural

33

7

13

3104

Rural

36

7

13

3178

Rural

38

7

15

3203

Rural

40

7

15

3250

Rural

45

8

16

3257

Rural

45

8

17

3304

Rural

47

8

18

3342

Rural

53

8

18

3788

Suburban

25

1

1

3155

Suburban

26

1

2

3913

Suburban

32

2

4

4082

Suburban

32

2

4

4310

Suburban

35

3

5

4456

Suburban

42

3

5

4925

Suburban

44

3

6

4947

Suburban

46

4

6

5003

Suburban

49

5

8

5148

Suburban

57

6

8

5220

Suburban

57

7

9

5283

Suburban

64

8

9

5332

Suburban

65

8

10

5484

Suburban

66

8

10

5756

Suburban

69

8

10

5861

Urban

27

1

2

2631

Urban

29

1

3

3531

Urban

30

1

4

3769

Urban

34

1

6

3806

Urban

35

1

8

4049

Urban

40

1

9

4073

Urban

42

2

10

4073

Urban

43

2

10

4199

Urban

43

2

10

4253

Urban

47

2

10

4293

Urban

54

2

11

4340

Urban

57

3

11

4391

Urban

54

3

8

4354

Urban

54

3

10

4366

Urban

60

4

11

4402

Urban

58

4

10

4397

Urban

61

5

13

4595

Urban

61

5

13

4786

Urban

62

6

14

4888

Urban

68

6

14

5011

Urban

71

7

15

5528

Urban

74

7

19

5553

 

1.Using the sample data, perform the hypothesis test for each of the above situations in order to see if there is evidence to support your manager’s belief in each case a.-d. In each case use the Seven Elements of a Test of Hypothesis, in Section 6.2 of your text book with ? = .05, and explain your conclusion in simple terms. Also be sure to compute the p-value and interpret.


2.Follow this up with computing 95% confidence intervals for each of the variables described in a.-d., and again interpreting these intervals. 

• The average (mean) annual income was greater than $45,000

•the true population proportion of customers who live in an urban area is less than 45%,

•the average (mean) number of years lived in the current home is greater than 8 years

•the average (mean) credit balance for suburban customers is less than $3,200

    • 10 years ago
    Project Part B: Hypothesis Testing and Confidence Intervals
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