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Problem 2: A student conducted a survey about sleep and its possible effect on GPA. They randomly sampled 20 students, 10 who stated that they
Problem 2: A student conducted a survey about sleep and its possible effect on GPA. They randomly sampled 20 students, 10 who stated that they slept for 7 hours or more per night (the recommended amount of sleep some researchers say one should get) and 10 who stated that they slept less than 7 hours per night. Both groups stated their estimated GPA. Analyze the data using the appropriate techniques and write a conclusion about the results.
Those who sleep 7 or more hours per night | Those who sleep less than 7 hours per night |
4 | 4 |
3.87 | 3.59 |
3.8 | 3.57 |
3.65 | 3.32 |
3.57 | 3.25 |
3.54 | 3.08 |
3.08 | 3.03 |
2.97 | 2.85 |
2.88 | 2.33 |
2.81 | 2.23 |
- Name the type of t-test that you will use and why you will use that one.
- State the null and alternative hypothesis in symbols and in words.
- State your alpha level:
- Perform a hypothesis test using the table approach & the p-value approach
- t-table approach (comparing the computed t to the t in the table)
- find the test statistic first
- find the df
- find the t in the table to create the rejection region
- make a decision: compare the test statistic to the rejection region created by the t from the table.
- p-value approach:
- What is your conclusion, in words and using the appropriate statistics (t test statistic, df, p-value)?
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