3.5 The Weighted Mean and Grouped Data: Weighted Mean: n xw w x i 1 n i i w i 1 . i Note: when data values vary in importance, the analyst must choose the weight that best reflects the importance of each data value in the determination of the mean. Example 5: The following are 5 purchases of a raw material over the past 3 months. Purchase Cost per Pound ($) Number of Pounds 1 2 3 3.00 3.40 2.80 1200 500 2750 4 5 2.90 3.25 1000 800 Find the mean cost per pound. [solutions:] w1 1200, w2 500, w3 2750, w4 1000, w5 800. and x1 3.00, x2 3.40, x3 2.80, x4 2.90, x5 3.25. Then, 5 xw w x i 1 5 i i w i 1 i 1200 3.00 500 3.40 2750 2.80 1000 2.90 800 3.25 1200 500 2750 1000 800 2.96 1 Population Mean for Grouped Data: m g F k 1 m m k Mk Fk F k 1 k Mk , N k 1 where Mk : Fk : the midpoint for class k, the frequency for class k in the population, m N Fk : k 1 the population size. Sample Mean for Grouped Data: m xg m fk M k k 1 m k 1 k 1 fk fk M k n , where fk : the frequency for class k in the sample, m n fk : k 1 the sample size. Population Variance for Grouped Data: Fk M k g m g2 2 k 1 N 2 Sample Variance for Grouped Data: f M m s g2 k k 1 xg m 2 k n 1 f k 1 k M k2 nxg2 n 1 Example 3 (continue): (h) Based on the frequency table obtained in (g), compute the mean and variance for the grouped data. Compare with the results in (a) and (b). (10%) [solutions:] xg 5.5 3 15.5 4 25.5 4 35.5 4 21.5 15 and s 2 g 2 2 2 2 5.5 21.5 3 15.5 21.5 4 25.5 21.5 4 35.5 21.5 4 14 125.71 Thus, s g 11.212 . The group mean and the group standard deviation are close to the original mean and standard deviation. Example 6: The following are the frequency distribution of the time in days required to complete year-end audits: Audit Time (days) Frequency 10-14 4 15-19 20-24 25-29 30-34 8 5 2 1 What is the mean and the variance of the audit time? [solutions:] 3 f1 4, f 2 8, f 3 5, f 4 2, f 5 1. n f1 f 2 f 3 f 4 f 5 4 8 5 2 1 20 and M1 12, M 2 17, M 3 22, M 4 27, M 5 32. Thus, 5 xg fM i i 1 i 5 f i 1 4 12 8 17 5 22 2 27 1 32 19 4 8 5 2 1 i and f M 5 s g2 i 1 i xg 2 i n 1 2 2 2 2 2 4 12 19 8 17 19 5 22 19 2 27 19 1 32 19 20 1 30 Online Exercise: Exercise 3.5.1 4