Question

In: Statistics and Probability

From past experience, Dr. R-P believes that the average score on a Research Methods Course is...

From past experience, Dr. R-P believes that the average score on a Research Methods Course is 75. A sample of 10 students exam scores is as follows:
80, 68, 72, 73, 76, 81, 71, 71, 65, 53.
Test the claim that the students average is still 75. Use α = 0.01. [You need to first compute the mean and the standard deviation, then the standard error from your sample. To do this, use the computational method for ungrouped data that we learned in chapter 5, page 128-129. (Show all your work; this gives you a complete view of where all these numbers we use in hypothesis testing or confidence interval come from)].

Solutions

Expert Solution

X X2
80 6400
68 4624
72 5184
73 5329
76 5776
81 6561
71 5041
71 5041
65 4225
53 2809
Sum = 710 50990

The sample mean is computed as follows:

Also, the sample variance is

Therefore, the sample standard deviation s is

Null hypothesis: The average score is 75

Alternate hypothesis: The average score is different than 75

At  α = 0.01 and df = n - 1 = 10 - 1 = 9 critical t value, t_c = 3.25

t = -1.58

Reject H0 if |t| < t_c

|t| = 1.58 < 3.25 = t_c

H0 is rejected

hence, The average score is different than 75


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