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Witte & Witte, 9e Chapter 4 Exercises Page 1 of 7 Pages Chapter 4 Describing Variability Exercise 1 1. The mean height of female students at a community college is 63.8 inches with a standard deviation of 2.6 inches. a. The majority of female student heights fall between what two values? b. A small minority of female student heights are less than what value? c. A small minority of female student heights are greater than what value? Answers: a. 61.2” and 66.4” b. 58.6” c. 69.0” 2. The mean height of male students at a community college is 69.2 inches with a standard deviation of 2.6 inches. a. The majority of male student heights fall between what two values? b. A small minority of male student heights are less than what value? c. A small minority of male student heights are greater than what value? Answers: a. 66.6” and 71.8” b. 64.0” c. 74.4” Exercise 2 1. Berta samples the IQ scores of 100 third graders. She calculates the standard deviation and obtains a result of –14.5. Based on this result, we can say with certainty that a. The sample included many extremely low IQ scores. b. The distribution of IQ scores was negatively skewed. c. Berta made a mistake when she calculated the standard deviation. d. The distribution had a very small range. Answer: c Witte & Witte, 9e Chapter 4 Exercises Page 2 of 7 Pages 2. A math achievement test was administered to students in two elementary schools. A summary of the results is given below. School A: Mean = 50, Standard Deviation = 10 School B: Mean = 60, Standard Deviation = 10 Based on these results, we can say with certainty that a. The two distributions have the same range. b. The two distributions have the same variance. c. The scores in School B are more variable than the scores in School A. d. All the School A scores are between 40 and 60, and all the School B scores are between 50 and 70. Answer: b 3. A reading achievement test was administered to students in two elementary schools. A summary of the results is given below. School A: Mean = 45, Variance = 64 School B: Mean = 45, Variance = 81 Based on these results, we can say with certainty that a. More students scored above the mean in School B than in School A. b. All the School A scores are between 37 and 53, and all the School B scores are between 36 and 54. c. The two distributions have the same range. d. The two distributions have different standard deviations. Answer: d Exercise 3 Brett Favre was a quarterback for the Green Bay Packers football team from 1992 through 2007. The table below displays his passing touchdowns and interceptions while he played for the Packers. Source: http://www.nfl.com/players/brettfavre/profile?id=FAV540222 Year 1992 1993 1994 1995 1996 Passing TDs 18 19 33 38 39 Interceptions 13 24 14 13 13 Witte & Witte, 9e Chapter 4 Exercises 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 Page 3 of 7 Pages 35 31 22 20 32 27 32 30 20 18 28 Mean = 1. 16 23 23 16 15 16 21 17 29 18 15 27.63 17.88 Viewing these data as a population, use the computation formula to calculate the sum of squares for Passing TDs. Year X (Passing TDs) 1992 18 1993 19 1994 33 1995 38 1996 39 1997 35 1998 31 1999 22 2000 20 2001 32 2002 27 2003 32 2004 30 2005 20 2006 18 2007 28 442 Answer: SS = 783.75 X2 324 361 1089 1444 1521 1225 961 484 400 1024 729 1024 900 400 324 784 12994 Witte & Witte, 9e Chapter 4 Exercises Page 4 of 7 Pages 2. Calculate the variance of the Passing TD distribution. Answer: 2 = 48.98 3.Calculate the standard deviation of the Passing TD distribution. Answer: ∑ = 6.999 4.Calculate the range of the Passing TDs. Answer: Range = 39-18 = 21 Exercise 4 Dr. Felicity Bark carried out a research study to see if female and male dog owners differed with respect to the time that they spent talking to their dogs. She randomly selected 15 female dog owners and 10 male dog owners from a pool of volunteers. Each owner-dog pair was placed, one at a time, in the same room for 4 minutes. The ownerdog dyads were videotaped and the total time that each owner spent talking to his/her dog was recorded. Those data are shown below. Female Owner Male Owner Time (in seconds) 106 37 144 217 211 240 2 111 204 57 79 8 3 58 73 Time (in seconds) 67 50 62 23 11 41 28 80 2 113 Witte & Witte, 9e Chapter 4 Exercises Page 5 of 7 Pages 1. What symbol should be used for the variances of these two distributions? Answer: s2 2. What symbol should be used for the standard deviation of these two distributions? Answer: s 3. Using the data for female owners, calculate the SS (using computation formula), and also calculate the variance, standard deviation, range, and interquartile range. Answers: X (Seconds) 106 37 144 217 211 240 2 111 204 57 79 8 3 58 73 Sum = 1550 n= 15 Mean = 103.33 Answers: SS = 94,581.34 X2 11236 1369 20736 47089 44521 57600 4 12321 41616 3249 6241 64 9 3364 5329 254748 Witte & Witte, 9e Chapter 4 Exercises Page 6 of 7 Pages s2 = 94,581.34 ÷ (15 – 1) = 6,755.81 s = = 82.19 Range = 240 – 2 = 238 3rd Quartile = 204, 1st Quartile = 37, IQR = 204-37 = 167 4. Using the data for male owners, calculate the SS(using computation formula), and also calculate the variance, standard deviation, range, and interquartile range. Answers: (477) 2 SS = 33121 – = 10,368.1 10 s2 = 10,368.1 = 1,152.01 10 1 s = = 33.94 Range = 113-1 = 111 3rd Quartile = 67, 1st Quartile = 23, IQR = 67-23 = 44 5. Which distribution is more variable, female dog owners or male dog owners? Answer: Female dog owners. It is best to base your answer to this question on the standard deviation (or variance). The standard deviation of the females’ distribution is larger than the standard deviation of the males’ distribution. 6. If the sample female owner data are to be used to estimate the population variance for all female dog owners, the degrees of freedom for the estimate equals __. Answer: df = n – 1 = 15 – 1 = 14 7. If the sample male owner data are to be used to estimate the population variance for male owners, the degrees of freedom for the estimate would be equal to ___. Witte & Witte, 9e Chapter 4 Exercises Answer: df = n – 1 = 10 – 1 = Page 7 of 7 Pages