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
- 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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