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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-

  1. The mean of my sample is 46.28
  2. The standard deviation of my sample is 7.777623581

Confidence Intervals and Margin of Error-

  1. The 80% confidence interval of my sample is
    1. (44.87, 47.69)

or

  1. 46.28 plus or minus (+/-) 1.41
  2. The margin of error for the 80% confidence interval is
    1. E = 1.41
  3. 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.

  1. The 95% confidence interval of my sample is

  1. (44.124, 48.436)

or

  1. 46.28 plus or minus (+/-) 2.156 or 2.16 (when rounded 2 decimal places)
  2. The margin of error for the 95% confidence interval is
    1. E = 2.156 or 2.16 (rounded)
  3. 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.

  1. The 99% confidence interval of my sample is

  1. (43.447, 49.113)

or

  1. 46.28 plus or minus (+/-) 2.833 or 2.83 (rounded 2 decimal places)
  2. The margin of error for the 99% confidence interval is
    1. E = 2.833 or 2.83 (rounded 2 decimal places)
  3. 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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