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Standard Deviation Consider the following sets of data: 3,9,12,15,19,20 0 Range = 20-3 = 17 20 Mean = (3+9+12+15+19+20)/6=13 11,12,13,13,14,15 0 20 Range = 15-11 = 4 Mean = (11+12+13+13+14+15)/6 = 13 Note: The two sets of data have the same mean i.e. 13 but are very different. 0 20 0 20 A measure of spread which uses all the data is the standard deviation. When the standard deviation is low it means the scores are close to the mean. 0 20 Mean When the standard deviation is high it means the scores are spread out from the mean 0 20 Mean Exercise 1 Look at the three sets of scores below and place the standard deviations for these scores in order, low to high 1 Mean 2 Mean 3 Mean Calculating the Standard Deviation of a set of scores The standard deviation or “root, mean, square deviation” is a measure of how far all the scores differ from the mean. It can be calculated from first principles or by the application of a formula. Consider the scores listed earlier: 3,9,12,15,19,20 Mean =(3+9+12+15+19+20) / 6 = 13 We now construct a table to see how far each score differs from the mean. Score 3 9 12 15 19 20 The mean square deviation is 206 6 =34.7 Deviation (Deviation )2 (3-13) = -10 (9-13) = -4 (12-13) = -1 (15-13) = 2 (19-13) = 6 (20-13) = 7 100 16 1 4 36 49 Total 206 The standard deviation is 34.7 5.9 Standard Deviation by Formula 2 ( x ) 2 x n s n 1 All of the values can be found using a scientific calculator. You do not have to learn this formula as it is given on the exam paper cover. Using the Sharp EL-531VH You need to be in STAT mode. MODE 2nd F DRG The calculator display shows MODE 0-2 Press 1 ? You are now in STATS mode and the calculator display shows Stat x 0 The next task is to enter the data. We will use the example already covered: We will enter the numbers: 3,9,12,15,19,20 All the STATS keys are in green on the calculator. 3 M+ 9 M+ 12 M+ 15 M+ 19 M+ 20 We can now pick out any values from the keyboard using M+ RCL The values we require for the formula are laid out in the following key positions on the calculator: 8 7 9 x sx 4 5 6 1 2 3 n 0 x 7 x2 +/- These values are obtained by pressing RCL first. The values can now be obtained and entered into the formula: x2 = 1220. x = 78. n = 6. 2 ( x ) 2 x n s n 1 782 1220 6 s 6 1 1220 1014 5 206 41.2 6.42 5 Note: There is a slight difference in answer between the two methods. The formula uses n-1 instead of n. This is because the data is treated as a sample.