Question

In: Statistics and Probability

A probability and statistics professor surveyed 11 students in her​ class, asking them questions about their...

A probability and statistics professor surveyed 11 students in her​ class, asking them questions about their study strategy. The number of hours studied and the grade for the course test are in the table​ below:

Hours Studied​ (X)

11

99

22

44

99

11

88

1010

66

99

22

Test Grade​ (Y)

46

91

57

71

90

52

81

98

82

94

64

1.The correlation coefficient is....

he correlation coefficient in part a. suggests that the relationship between Hours Studied and Test Grade​ is:

A.

negative and strong

B.

positive and strong

C.

negative and weak

D.

positive and weak

Solutions

Expert Solution

X Y
11 46 -40.9091 -29.0909 1190.083 1673.554 846.281
99 91 47.09091 15.90909 749.1736 2217.554 253.0992
22 57 -29.9091 -18.0909 541.0826 894.5537 327.281
44 71 -7.90909 -4.09091 32.35537 62.55372 16.73554
99 90 47.09091 14.90909 702.0826 2217.554 222.281
11 52 -40.9091 -23.0909 944.6281 1673.554 533.1901
88 81 36.09091 5.909091 213.2645 1302.554 34.91736
10 98 -41.9091 22.90909 -960.099 1756.372 524.8264
66 82 14.09091 6.909091 97.35537 198.5537 47.73554
99 94 47.09091 18.90909 890.4463 2217.554 357.5537
22 64 -29.9091 -11.0909 331.719 894.5537 123.0083
Total 4732.091 15108.91 3286.909
Mean of X 51.90909
Mean of Y 75.09091

So the correlation coefficient is

Hence postive value of r (0.67) suggest postive correlation between hours studied(X) and test grade(Y). Also the value of r is some near to 1 suggeststrong correlation.

Hence the relationship between Hours Studied and Test Grade​ is positive and strong .

Option (B) is correct.


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