Assessment Solutions Pg 149 #15 a) A data management teacher has two classes whose midterm marks have identical means. However, the standard deviations for each class are significantly different. Describe what these measures tell you about the two classes. The class with the higher standard deviation has marks with a greater spread than the other class. This means that there may be more high or low marks in this class. It may also mean that a few extremely high or low marks are increasing the standard deviation. In the class with the lower standard deviation, the marks will have less spread, meaning that there is more clustering of the data around the mean. b) If two sets of data have the same mean, can one of them have a larger standard deviation and a smaller interquartile range than the other? Give an example or explain why one is not possible. Yes it is possible. Consider the following example Set A : Set B: 35 52 Mean Standard Deviation Interquartile range 55 53 58 54 59 55 Set A: 60 12.1 7 60 60 61 65 62 66 65 67 85 68 Set B: 60 6.2 13 If you notice Set A has a larger standard deviation but a smaller interquartile range. This is obtained by keeping the majority of the data values close to the mean, but having a large extreme low and high points to make the spread large Set B on the other hand has a large interquartile range but the first and fourth quartile are more clustered reducing the standard deviation. Pg 153 #20 Dr. Simba’s fourth-year class in animal biology has only 12 students. Their Scores on the midterm examination are shown below 50 71 65 54 84 69 82 67 52 52 86 85 a) Calculate the mena and median of these data 50 71 65 54 84 69 82 67 52 52 86 85 x Mean 12 68.08333 Median = 68 b) Standard Deviation n (X i 1 i X )2 n (50 68) 2 (71 68) 2 (65 68) 2 (54 68) 2 (84 68) 2 (69 68) 2 (82 68)2 (67 68)2 | (52 68) 2 (52 68) 2 (86 68) 2 (85 68) 2 12 13.87253 14 Interquartile Range 83-53=30 Semi-Interquartile range =15 The semi-interquartile range and the standard deviation are very similar. c) The standard deviation would be a good method to choose, as the interquartile range is quite high,