Obtain the appropriate correlation coefficients


Assignment:

1. The table below presents data for a sample of people who completed a religious survey.

Age

Gender

Denomination

Church Attendance

56

1

7

4

46

2

6

5

49

2

6

5

49

1

1

5

27

2

9

5

51

1

4

2

47

2

2

3

67

1

5

4

49

2

2

6

33

 1

12

6

55

2

9

5

40 

1

7

5

62

1

8

6

47

2

6

3

56

2

9

5

22

1

10

2

50

2

4

5

51

1

10

6

50

1

7

6

43

1

10

3

In this table, the numbers in the gender, denomination, and church attendance columns represent the following.

Gender

1. Male

2. Female

Denomination 

1. Episcopal    

2. Lutheran    

3. Methodist    

4.  Presbyterian

5.  Other mainline Protestant

6.  Baptist

7. Other Evangelical Protestant

8. Pentecostal

9. Charismatic

10. Non-denominational

11. Catholic

12. Other

Church Attendance

1. less than once a month

2.  once a month

3.  a few times a month

4.  once a week

5.  twice a week

6.  three or more times a week

a. What is the mean age of this sample? What is the standard deviation?

b.  Create a frequency distribution table for denomination

c.  What is the percentage of people who identify themselves as Baptist in this sample?

d.  What is the mode of church attendance?

2. The results of a recent survey indicate that the average new car costs $23,000, with a standard deviation of $3,500. The price of cars is normally distributed.

a. What is a Z score for a car with a price of $ 33,000?

b. What is a Z score for a car with a price of $30,000?

c. At what percentile rank is a car that sold for $30,000?

3. In one elementary school, 200 students are tested on the subject of Math and English. The table below shows the mean and standard deviation for each subject.

 

Mean

SD

Math

67

9.58

English

78

12.45

One student's Math score was 70 and the same individual's English score was 84. On which exam did the student do better

4. Suppose you administered an anxiety test to a large sample of people and obtained normally distributed scores with a mean of 45 and standard deviation of 4. Do not use web-calculator to answer the following questions. Instead, you need to use the Z distribution table in Appendix A in Jackson's book.

a. If Andrew scored 45 on this test. What is his Z score?

b. If Anna scored 30 on this test. What is her Z score?

c. If Bill's Z score was 1.5, what is his real score on this test?

d. There are 200 students in a sample. How many of these students will have scores that fall under the score of 41?

5. The table below shows Psychology exam scores, Statistics Exam scores, and IQ scores for a random sample of students. What can you observe in the relationship between IQ and psychology, psychology and statistics, and IQ and statistics? Using a web-calculator, obtain the Pearson's r and coefficient of determination for the following relationships.

a. Between the IQ and psychology scores
b. Between the IQ and statistics scores
c. Between the psychology scores and statistics scores.

Student number

IQ

Psychology

Statistics

101

142

49

49

102

100

30

32

103

103

36

38

104

121

44

41

105

120

35

42

106

115

47

43

107

101

37

35

108

109

45

47

109

111

30

43

110

115

49

46

6. In a study on caffeine and stress, college students indicated how many cups of coffee they drink per day and their current stress level on a scale of 1 to 10. The table shows the survey results.  Using a web-calculator, obtain the appropriate correlation coefficients.

Number of cups of coffee

Stress level

3

5

2

3

4

3

6

9

5

4

1

2

7

10

3

5

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Basic Statistics: Obtain the appropriate correlation coefficients
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