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Need results double checked Data was retrieved from: https://www.kaggle.com/fedesoriano/heart-failure-prediction Sample Data- 40 37 43 53 54 49 58 44 56 54 37 39 49 54
Need results double checked
Data was retrieved from: https://www.kaggle.com/fedesoriano/heart-failure-prediction
Sample Data-
40 | 37 | 43 | 53 | 54 |
49 | 58 | 44 | 56 | 54 |
37 | 39 | 49 | 54 | 35 |
48 | 49 | 44 | 41 | 52 |
54 | 42 | 40 | 43 | 43 |
39 | 54 | 36 | 32 | 59 |
45 | 38 | 53 | 65 | 37 |
54 | 43 | 52 | 41 | 50 |
37 | 60 | 53 | 48 | 36 |
48 | 36 | 51 | 48 | 41 |
Computations-
- The mean of my sample is 46.28
- The standard deviation of my sample is 7.777623581
Confidence Intervals and Margin of Error-
- The 80% confidence interval of my sample is
- (44.87, 47.69)
or
- 46.28 plus or minus (+/-) 1.41
- The margin of error for the 80% confidence interval is
- E = 1.41
- This confidence interval means that there is an 80% chance (I am 80% confident) that a person will develop cardiovascular diseases between the ages of 44 and 47.
- The 95% confidence interval of my sample is
- (44.124, 48.436)
or
- 46.28 plus or minus (+/-) 2.156 or 2.16 (when rounded 2 decimal places)
- The margin of error for the 95% confidence interval is
- E = 2.156 or 2.16 (rounded)
- This confidence interval means that there is an 95% chance (I am 95% confident) that a person will develop cardiovascular diseases between the ages of 44 and 48.
- The 99% confidence interval of my sample is
- (43.447, 49.113)
or
- 46.28 plus or minus (+/-) 2.833 or 2.83 (rounded 2 decimal places)
- The margin of error for the 99% confidence interval is
- E = 2.833 or 2.83 (rounded 2 decimal places)
- This confidence interval means that there is an 99% chance (I am 99% confident) that a person will develop cardiovascular diseases between the ages of 43 and 49.
Trends-
The trend that takes place is as the confidence interval increases, the margin of error also increases.
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