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Suggested Response - Q3

**The table below contains a sample of results from analysis of bitterness carried out on a brand of beer. Showing your workings, calculate the standard deviation for the sample data s and z-score for result number 6 from the data below.

Result

IBU

1

23

2

18

3

20

4

21

5

20

6

19

Sample mean

20.17

Total

121

Response:

Standard deviation σ is given by this equation

Equation

X = the individual result

x space ̅= the mean result

n = number of results

To calculate (X – x space ̅)2 for each of the results:

1 = (23 – 20.17)2 = 8.01

2 = (18 – 20.17)2 = 4.71

3 = (20 – 20.17)2 = 0.029

4 = (21 – 20.17)2 = 0.69

5 = (20 – 20.17)2 = 0.029

6 = (19 – 20.17)2 = 1.37

Sum = 8.01 + 4.71 + 0.029 + 0.69 + 0.029 + 1.37 = 14.84

n – 1 = 6 – 1 = 5

Sum (X – x space ̅)2 / n – 1 = 14.84 / 5 = 2.97

σ = square root of 2.97 = 1.723

 

To calculate z-score for sample number 6:

z = (x – x space ̅) / σ

z = (19 – 20.17) / 1.723 = -0.68

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