11.2C Standard Deviation Statistics Mrs. Spitz Fall 2009 Objectives • Student should be able to compute standard deviation given data. • Student will be able to interpret what the standard deviation means in a given problem. • Assignment 11.2C Introduction • Consider two students, each of whom has taken five exams. • Student A has scores 84, 86, 83, 85, and 87. • Student B has scores 90, 75, 94, 68, and 98. Compute the mean for both Student A and Student B Computing the mean 84 86 83 85 87 x 5 The mean for Student A is 85 425 x 5 x 85 90 75 94 68 98 x 5 425 x The mean for Student B is 85 5 x 85 And . . . • For each of these students, the mean (average) of 5 tests is 85. However, Student A has a more consistent record of scores than Student B. One way to measure the consistency or “clustering” of data near the mean is the standard deviation. To calculate the standard deviation 1. Sum the squares of the differences between each value of data and the mean. 2. Divide the result in Step 1 by the number of items in the set of data. 3. Take the square root of the result in Step 2. Here is the calculation for Student A. The symbol for standard deviation is the Greek letter sigma, denoted by -- This is Step 1 x (x – x) (x – x)2 84 (84 – 85) (-1)2 = 1 86 (86 – 85) (1)2 = 1 83 (83 – 85) (-2)2 = 4 85 (85 – 85) (0)2 = 0 87 (87 – 85) (2)2 = 4 Total 10 Step 2 10/5 = 2 Step 3: 2 1.414 The standard deviation for Student A’s score is approximately 1.414. Following a similar procedure for Student B, the standard deviation for Student B’s score is approximately 11.524. Since the standard deviation of Student B’s scores is greater than that of Student A’s (11.524 > 1.414), Student B’s scores are not as consistent as those of Student A. The weights in pounds of the five-man front line of a college football team are 210, 245, 220, 230, and 225. find the standard deviation of the weights. • To calculate standard deviation: – Find the mean of the weights – Use the procedure for calculating standard deviation. 210 245 220 230 225 x 5 1130 x 5 x 226 The weights in pounds of the five-man front line of a college football team are 210, 245, 220, 230, and 225. find the standard deviation of the weights. • To calculate standard deviation: – Find the mean of the weights 210 245 220 230 225 x 5 1130 x 5 x 226 Here is the calculation for Student A. The symbol for standard deviation is the Greek letter sigma, denoted by -- This is Step 1 x (x – x) (x – x)2 210 (210 – 226) (-16)2 = 256 245 (245 – 226) (19)2 = 361 220 (220 – 226) (-6)2 = 36 230 (230 – 226) (4)2 = 16 225 (225 – 226) (-1)2 = 1 Total 670 Step 2 670/5 = 134 Step 3: 134 11.576 The standard deviation of the weights is approximately 11.576 lb. Answers to 11.2B 17. Q1 = 5.895, Q3 = 7.95 Q1 5.35 5.90 Median 6.98 Q3 7.95 9.50 Answers to 11.2B 18. Q1 = 198, Q3 = 254 Q1 172 198 Median 217.5 Q3 254 375 Answers to 11.2B 19. Q1 = 20, Q3 = 30 Q1 16 20 Median 25 Q3 30 33 Answers to 11.2B 20. Q1 = 26, Q3 = 36 Q1 24 26 Median 29 Q3 36 46 Answers to 11.2B 21. Q1 = 4.3, Q3 = 6.1 Q1 2.6 4.3 Median 5.2 Q3 6.1 8 Answers to 11.2B 22. Q1 = 995, Q3 = 1283 Q1 789 995 Median 1103 Q3 1283 1400 Have a good weekend! No school on Monday due to Labor Day. Classes will resume on Tuesday, September 2.