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Exercise #4: A marketing company is trying to determine how much diversity there is in the age of people who drink different soft drinks. They take a sample of people and ask them which soda they prefer. For the two sodas, the age of those people who preferred them is given below. Soda A: 18, 16, 22, 16, 28, 18, 21, 38, 22, 29, 25, 44, 36, 27, 40 Soda B: 25, 22, 18, 30, 27, 19, 22, 28, 25, 19, 23, 29, 26, 18, 20 (a) Explain why standard deviation is a better measure of the diversity in age than the mean. The mean is only going to give us a sense for what the typical age of a particular soda drinker is. It wonât tell us how wide of a variety of ages we have. Standard deviation will tell us how far a typical data point is away from the mean, and thus a higher value means a greater diversity in age than a lower value. (b) Which soda appears to have a greater diversity in the age of people who prefer it? How did you decide on this? Soda A appears to have the greater diversity. The ages range from a low of 16 to a high of 40 and lots of ages spread between. On the other hand, Soda B has a low of 18 and a high of 30. (c) Use your calculator to determine the sample standard deviation, normally given as sx , for both data sets. Round your answers to the nearest tenth. Did this answer reinforce your pick from (b)? How? s A ï½ 9.1 years and sB ï½ 4.1 years This did reinforce the answer from part (b). The standard deviation is much higher for Soda A, with a typical age being 9.1 year away from the mean, while for Soda B the typical age is only 4.1 years away from the mean, showing much less diversity in age. Population Versus Sample Standard Deviation When we are working with every possible data point of interest, we call this a population and use the population standard deviation, ï³ . When we have only a sample of all possible values we use the sample standard deviation, s. The formulas for these two differ very slightly, so their values tend to be slightly different. Exercise #5: Which of the following data sets would have a standard deviation (population) closest to zero? Do this without your calculator. Explain how you arrived at your answer. (1) ï»ï5, ï 2, ï 1, 0, 1, 2, 5ï½ (3) ï»11, 11, 12, 13, 13ï½ (2) ï»5, 8, 10, 16, 20ï½ (4) ï»3, 7, 11, 11, 11,18ï½ Choice (3) has almost no variation within the data set at all. Choice (4) also has little deviation, but the inclusion of the 3 and 18 will make it have a larger standard deviation than Choice (3). COMMON CORE ALGEBRA I, UNIT #10 â STATISTICS â LESSON #4 eMATHINSTRUCTION, RED HOOK, NY 12571, Â© 2013 (3)