Use the following data to answer the questions posed below. This is data taken from a simple random sample of students a class from a large population. The variables are defined as follows:
- Student: Student ID.
- Credits: # of credits earned
- GPA: Current College GPA
- Student’s Gender: Male/Female
- Program: Program of study
- Final Exam: Students’ scores on final exam
- SATM: Students’ SAT math scores
The data are as follows
student | credits | gpa | gender | program | Final Exam | SATM |
1 | 42 | 3.00 | female | Business | 42.5 | 410 |
2 | 42 | 3.49 | male | Business | 77.5 | 440 |
3 | 45 | 3.72 | female | Business | 75.0 | 390 |
4 | 45 | 3.39 | male | Business | 70.0 | 550 |
5 | 100 | 3.39 | male | Arts & Sciences | 92.5 | 560 |
6 | 43 | 3.36 | male | Arts & Sciences | 72.5 | 600 |
7 | 69 | 2.83 | female | Business | 75.0 | 460 |
8 | 28 | 2.86 | male | Arts & Sciences | 77.5 | 520 |
9 | 25 | 3.68 | male | Arts & Sciences | 82.5 | 600 |
10 | 42 | 1.68 | female | Business | 52.5 | 540 |
11 | 45 | 2.89 | female | Business | 65.0 | 440 |
12 | 42 | 3.15 | male | Business | 45.0 | 550 |
13 | 69 | 3.18 | female | Business | 57.5 | 480 |
14 | 45 | 3.11 | male | Business | 42.5 | 590 |
15 | 37 | 2.32 | female | Arts & Sciences | 47.5 | 440 |
16 | 45 | 2.86 | male | Business | 62.5 | 590 |
Now consider the Final Exam variable. In this sample, the average final exam score is 64.8, but now suppose, more realistically that the population standard deviation is unknown. The sample standard deviation is 15.5.
A researcher claims that the average final exam score for students across all sections in the class is 75. Conduct a hypothesis test, with a significance level of 5%, to refute this researcher’s claim. Please use the critical value approach. (Note: students should explicitly list and perform the steps in this procedure).
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