QMS 102 Lecture Notes - Lecture 5: Interquartile Range, Statistical Inference, Squared Deviations From The Mean
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Measures of variation give information on the spread or variability or dispersion of the data values. Measures of central location fail to tell the whole story about the distribution. Range: simplest measure of variation, difference between the largest and the smallest values: Range = x (largest) x (smallest: sensitive to outliers, the interquartile range (iqr) is often preferred over the range as a measure of variability since the range can easily be influenced by one extreme value. Data set a={1, 3, 3, 4, 4, 4, 5, 5, 5, 5, 6, 6, 6, 7, 7, 7, 8, 8, 9, 10} Data set b={1, 3, 3, 4, 4, 4, 5, 5, 5, 5, 6, 6, 6, 7, 7, 7, 8, 8, 9, 20} Interquartile ranges:iqr for a=7-4=3 and iqr for b =7-4=3. From the ranges, it seems that the data set b has more dispersed than the data set a.