When considering the Patient Satisfaction data, will we use the normal distribution or the t distribution to
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Question:
- When considering the Patient Satisfaction data, will we use the normal distribution or the t distribution to set up confidence intervals? Clearly state the reasons for your decision and state the conditions that must hold for you to use the suggested distribution. (2 marks)
- Test whether the Patient satisfaction score follows an approximate normal distribution. If the data does not follow a normal distribution indicate how the data can be normalised and show if the method you used was effective. Clearly describe your steps and reasoning. (5 marks)
- Calculate an appropriate estimate of the mean and its associated 95% confidence interval based on this sample. Cite your answers to 1 decimal place. (2 marks)Note: in practice, the final mean and 95% CI is always presented in the original scale (patient satisfaction score). In question 1c) you are not required to do so.
- Select a random sample from this data set, containing 8 data points, and set up the 95% confidence intervals for this smaller sample. Indicate how this 95% confidence interval compares to the 95% confidence interval in question (c). Give a reason to support your answer. (2 marks).
- If you were to re-import the data and draw another sample of 8 participants. Would your 95% confidence interval be the same as in question d? Give reasons to support your answer. (1 mark)
ID | Patient Satisfaction Score |
1 | 15.4 |
2 | 27.5 |
3 | 33.0 |
4 | 46.2 |
5 | 59.4 |
6 | 18.7 |
7 | 28.6 |
8 | 34.1 |
9 | 47.3 |
10 | 59.4 |
11 | 22.0 |
12 | 28.6 |
13 | 34.1 |
14 | 50.6 |
15 | 69.3 |
16 | 23.1 |
17 | 28.6 |
18 | 35.2 |
19 | 52.8 |
20 | 73.7 |
21 | 24.2 |
22 | 29.7 |
23 | 38.5 |
24 | 57.2 |
25 | 91.3 |
26 | 26.4 |
27 | 47.3 |
28 | 34.1 |
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