LESSON 2 – MEASURES of SPREAD (Percentiles and Quartiles) PERCENTILES divide the ordered data into 100 intervals that have equal numbers of values. 35% of data is less than or equal to this value eg. 35th percentile, P35 65% of data is greater than or equal to this value PERCENTILE RANK ๐(๐ + 1) ๐ = 100 Where ๐ is the percentile ๐ is the size of the population ๐ is the whole number rank of data point (round decimals down) PERCENTILE 100(๐ฟ + 0.5๐ธ) ๐= ๐ Where ๐ is the percentile ๐ฟ is the number of data less than the data point ๐ธ is the number of data equal to the data point ๐ is the size of the population ๐ is the whole number rank of data point Example โ The list shows the marks for 25 students on a recent test out of 40. 31 28 28 30 20 25 38 40 26 28 36 25 16 21 34 37 30 23 24 36 a) Calculate the 80th percentile. b) What percentile is a mark of 25? c) What percentile is a mark of 40? 15 32 21 25 28 QUARTILES Divide a set of ORDERED data into four groups with equal numbers of values. The three dividing points are: 1. The first quartile, ๐1 2. The median or second quartile, ๐2 3. The third quartile, ๐3 Interquartile Range ๐+1 ๐กโ ( 4 3(๐+1) ๐กโ ๐+1 ๐กโ ) position ( 25th percentile 2 ) position ( 50th percentile 4 ) position 75th percentile The interquartile range is defined as Q3 – Q1, which is the range of the middle half of the data. This range provides a measure of spread by showing how closely the data are clustered around the median. The semi-interquartile range is one half of the interquartile range. A box-and-whisker plot illustrates Q1, Q2, and Q3. The box is defined by each quartile and shows the interquartile range while the ends of the “whiskers” represent the lowest and highest values in the data. Example โ Determine the indicated quantities for each of the following sets: a) 18, 15, 20, 17, 11, 9, 13, 14, 17, 16, 10, 16 ๐ = Rank Data: Quartile median (Q2) Q1 Q3 Q3 – Q1 (interquartile range) semi-interquartile range ( ๐+1 ) 2 ( ๐+1 ) 4 3(๐ + 1) 4 Position Value ๐= b) 4, 5, 8, 7, 3, 1, 2, 5, 3 Rank Data: Quartile median (Q2) Q1 ( ๐+1 ) 2 ( ๐+1 ) 4 Position Value 3(๐ + 1) 4 Q3 Illustrate with a box-and-whisker plot. ๏ผ 1 ๏ผ 2 ๏ผ 3 ๏ผ 4 ๏ผ 5 ๏ผ 6 ๏ผ 7 ๏ผ 8