Measures of Centre – Mean, Median and Mode Measures of Spread – Range ๏ฝ ๏ฝ ๏ฝ The measures of centre are the statistical averages The measures of centre are mean, median and mode/modal class Mean: the sum of the data divided by the number of data values ๐๐๐๐ = ๏ฝ ๐ ๐ข๐ ๐๐ ๐กโ๐ ๐๐๐ก๐ ๐ฃ๐๐๐ข๐๐ ๐๐ข๐๐๐๐ ๐๐ ๐๐๐ก๐ ๐ฃ๐๐๐ข๐๐ Median: the middle data value from a set of ordered data values. ๐+1 The position of this data value can be found using the rule 2 . โฆ From this we find: ๏ for an odd number of data values, the median is the middle data value ๏ For an even number of data values, the median lies between the two middle data values i.e. it is the mean of the two middle data values ๏ฝ Mode/Modal class: the most frequently occurring data value/group/class Measures of spread give a measure of the variation in the data, or how wide the data is ๏ฝ The measures of spread are range, interquartile range and standard deviation ๏ฝ ๏ฝ ๏ฝ Range: The full width of the data ๐ ๐๐๐๐ = ๐๐๐ฅ๐๐๐ข๐ ๐๐๐ก๐ ๐ฃ๐๐๐ข๐ − ๐๐๐๐๐๐ข๐ ๐๐๐ก๐ ๐ฃ๐๐๐ข๐ Interquartile range and standard deviation will be covered in Year 10 Determine the measures of centre and spread for the following set of data: 2 4 4 5 6 6 7 7 7 8 9 9 10 ๐ ๐ข๐ ๐๐ ๐กโ๐ ๐๐๐ก๐ ๐ฃ๐๐๐ข๐๐ 84 ๐๐๐๐ = = = 6.46 ๐๐ข๐๐๐๐ ๐๐ ๐๐๐ก๐ ๐ฃ๐๐๐ข๐๐ 13 ๐+1 14 ๐๐๐๐๐๐ = ๐กโ ๐ฃ๐๐๐ข๐ = ๐กโ ๐ฃ๐๐๐ข๐ = 7๐กโ ๐ฃ๐๐๐ข๐ 2 2 ∴ ๐๐๐๐๐๐ = 7๐กโ ๐ฃ๐๐๐ข๐ = 7 ๐๐๐๐ = ๐ฃ๐๐๐ข๐ ๐กโ๐๐ก ๐๐๐๐๐๐๐ ๐กโ๐ ๐๐๐ ๐ก = 7 ๐ ๐๐๐๐ = ๐๐๐ฅ๐๐๐ข๐ ๐ฃ๐๐๐ข๐ − ๐๐๐๐๐๐ข๐ ๐ฃ๐๐๐ข๐ = 10 − 2 = 8 Determine the measures of centre and spread for the following set of data: 3 4 4 5 5 6 6 7 7 7 9 9 10 11 ๐ ๐ข๐ ๐๐ ๐กโ๐ ๐๐๐ก๐ ๐ฃ๐๐๐ข๐๐ 95 ๐๐๐๐ = = = 6.79 ๐๐ข๐๐๐๐ ๐๐ ๐๐๐ก๐ ๐ฃ๐๐๐ข๐๐ 14 ๐+1 15 ๐กโ ๐ฃ๐๐๐ข๐ = ๐กโ ๐ฃ๐๐๐ข๐ = 7.5๐กโ ๐ฃ๐๐๐ข๐ 2 2 6+7 ∴ ๐๐๐๐๐๐ ๐๐๐๐ ๐๐๐ก๐ค๐๐๐ ๐กโ๐ 7๐กโ ๐๐๐ 8๐กโ ๐ฃ๐๐๐ข๐ = = 6.5 2 ๐๐๐๐๐๐ = ๐๐๐๐ = ๐ฃ๐๐๐ข๐ ๐กโ๐๐ก ๐๐๐๐๐๐๐ ๐กโ๐ ๐๐๐ ๐ก = 7 ๐ ๐๐๐๐ = ๐๐๐ฅ๐๐๐ข๐ ๐ฃ๐๐๐ข๐ − ๐๐๐๐๐๐ข๐ ๐ฃ๐๐๐ข๐ = 11 − 3 = 8 There are advantages and disadvantages of using mean and median as a measure of centre (average) of the data ๏ฝ When mean and median are compared to each other, they can also give an indication of whether the data is symmetric or skewed and which way the data is skewed. ๏ฝ Mean Median Advantage Includes all the data values and so considers all of the information Is not influenced by extreme data values (outliers) Disadvantage Is influenced by extreme data values (outliers) Doesn’t consider the value of the data values, only the position of the values Symmetric Shape Approximately equal Positively Skewed Mean is higher than median Negatively Skewed Mean is lower than median Example: Determine the measures of centre and spread for the following set of data displayed in a frequency table Number Frequency Product Cumulative Frequency 2 3 2×3= 6 3 3 7 3 × 7 = 21 3 + 7 = 10 4 9 36 10 + 9 = 19 5 4 20 19 + 4 = 23 6 3 18 26 7 2 14 28 8 1 8 29 9 1 9 30 10 1 10 31 Total 31 142 ๏ฝ ๏ฝ ๏ฝ ๏ฝ To find the mean from a frequency table we need to add all the data values first This is made easier by the inclusion of a product column The product column is the data value x frequency Then the total of the product column is the sum of the data values ๐๐๐๐ = 2 × 3 + 3 × 7 + 4 × 9+. . . +10 × 1 142 = = 4.58 31 31 To find the median from a frequency table, we need to know where the middle data value would be ๐+1 We use the formula to find the middle ๏ฝ ๏ฝ 2 โฆ ๏ฝ โฆ โฆ โฆ 31+1 ๐๐๐๐๐๐ ๐ฃ๐๐๐ข๐ = 2 = 16๐กโ ๐ฃ๐๐๐ข๐ We use the cumulative frequency column to find where the 16th data value would be ๐๐๐๐๐๐=4 ๐๐๐๐ = ๐๐๐ก๐ ๐ฃ๐๐๐ข๐ ๐กโ๐๐ก ๐๐๐๐ข๐๐ ๐กโ๐ ๐๐๐ ๐ก = 4 ๐ ๐๐๐๐ = ๐๐๐ฅ๐๐๐ข๐ ๐๐๐ก๐ ๐ฃ๐๐๐ข๐ − ๐๐๐๐๐๐ข๐ ๐๐๐ก๐ ๐ฃ๐๐๐ข๐ = 10 − 2 = 8