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287 Name: ___________________________________ Date: ______________ Period: _______ 4.2 Describing Variability and Comparing Distributions (Module 2 Lessons 4-8) Lesson 4: Summarizing Deviations from the Mean Essential Question: How are deviations from the mean calculated and interpreted? Exercises 1–4 A consumers’ organization is planning a study of the various brands of batteries that are available. As part of its planning, it measures lifetime (i.e., how long a battery can be used before it must be replaced) for each of six batteries of Brand A and eight batteries of Brand B. Dot plots showing the battery lives for each brand are shown below. 1. Does one brand of battery tend to last longer, or are they roughly the same? What calculations could you do in order to compare the battery lives of the two brands? 2. Do the battery lives tend to differ more from battery to battery for Brand A or for Brand B? 3. Would you prefer a battery brand that has battery lives that do not vary much from battery to battery? Why or why not? 288 The table below shows the lives (in hours) of the Brand A batteries. Life (Hours) 83 94 96 106 113 114 Deviation from the Mean 4. Calculate the deviations from the mean for the remaining values, and write your answers in the appropriate places in the table. The table below shows the battery lives and the deviations from the mean for Brand B. Life (Hours) 73 76 92 94 110 117 118 124 Deviation from the Mean −27.5 −24.5 −8.5 −6.5 9.5 16.5 17.5 23.5 Exercises 5–10 The lives of five batteries of a third brand, Brand C, were determined. The dot plot below shows the lives of the Brand A and Brand C batteries. 5. Which brand has the greater mean battery life? (You should be able to answer this question without doing any calculations.) 6. Which brand shows greater variability? 7. Which brand would you expect to have the greater deviations from the mean (ignoring the signs of the deviations)? 289 The table below shows the lives for the Brand C batteries. Life (Hours) 115 119 112 98 106 Deviation from the Mean 8. Calculate the mean battery life for Brand C. (Be sure to include a unit in your answer.) 9. Write the deviations from the mean in the empty cells of the table for Brand C. 290 Lesson 6: Interpreting the Standard Deviation Essential Question: How is the standard deviation calculated using a calculator? Example 1 Using your calculator, find the mean and standard deviation for the following set of data. A set of eight men have heights (in inches) as shown below. 67.0 70.9 67.6 69.8 69.7 70.9 68.7 67.2 Indicate the mean and standard deviation you obtained from your calculator to the nearest hundredth. Mean: ____________________ Standard Deviation: ____________________ Exercise 1 The heights (in inches) of nine women are as shown below. 68.4 70.9 67.4 67.7 67.1 69.2 66.0 70.3 67.6 Use the statistical features of your calculator or computer software to find the mean and the standard deviation of these heights to the nearest hundredth. Mean: ____________________ Standard Deviation: ____________________ 291 Exploratory Challenge/Exercises 2–5 2. A group of people attended a talk at a conference. At the end of the talk, ten of the attendees were given a questionnaire that consisted of four questions. The questions were optional, so it was possible that some attendees might answer none of the questions, while others might answer 1, 2, 3, or all 4 of the questions (so, the possible numbers of questions answered are 0, 1, 2, 3, and 4). Suppose that the numbers of questions answered by each of the ten people were as shown in the dot plot below. Use the statistical features of your calculator to find the mean and the standard deviation of the data set. Mean: ____________________ Standard Deviation: ____________________ 3. Suppose the dot plot looked like this: a. Use your calculator to find the mean and the standard deviation of this distribution. b. Remember that the size of the standard deviation is related to the size of the deviations from the mean. Explain why the standard deviation of this distribution is greater than the standard deviation in Exercise 2. 292 4. Suppose that all ten people questioned answered all four questions on the questionnaire. a. What would the dot plot look like? b. What is the mean number of questions answered? c. What is the standard deviation? 5. Continue to think about the situation previously described where the numbers of questions answered by each of ten people was recorded. a. Draw the dot plot of the distribution of possible data values that has the largest possible standard deviation. (There were ten people at the talk, so there should be ten dots in your dot plot.) Use the scale given below. b. Explain why the distribution you have drawn has a larger standard deviation than the distribution in Exercise 4. Lesson Summary The mean and the standard deviation of a data set can be found directly using the statistical features of a calculator. The size of the standard deviation is related to the sizes of the deviations from the mean. Therefore, the standard deviation is minimized when all the numbers in the data set are the same and is maximized when the deviations from the mean are made as large as possible. 293 BOX-PLOTS Measures of central tendency describe how data tends toward one value. You may also need to know how data is spread across several values. QUARTILES: Divide data into FOUR equal parts. Each quartile contains one-fourth (25%) of the values in the set. A BOX-PLOT can be used to show how the values in a data set are distributed. The minimum is the least value that is not an outlier. The maximum is the greatest value that is not an outlier. You need five values to make a box-and-whisker plot: MINIMUM LOWER QUARTILE (Q1) MEDIAN UPPERQUARTILE (Q3) MAXIMUM FOLLOW THESE STEPS TO CREATE A BOX-PLOT STEP #1: On Calculator, Select “1: New Document”, then “4: Add Lists…”. STEP #2: Enter your data in column “A”. STEP #3: Press “menu”, then “4: Statistics”, then “1: stat calcs…”, then “1: one variable…” STEP #4: Select “OK” twice. STEP #5 Scroll down to find minX, Q1. Med, Q3 & maxX, then copy down the values to create your box plot. 294 PRACTICE: (1) The numbers of runs scored by a softball team in 19 games are given. Use the data to make a box-plot 2, 3, 3, 3, 4, 4, 4, 5, 7, 8, 8, 9, 9, 10, 10, 11, 12, 12, 14 a) What is the interquartile range? INTERQUARTILE RANGE: The difference between the upper and lower quartiles. _____ - _____ b) What is the median? c) What percent of the data does the box part of the box plot capture? d) What percent of the data falls between the minimum value and Q1? e) What percent of the data falls between Q3 and the maximum value? f) What is the range? 295 (2) Use the data to make a box-plot 11, 12, 12, 13, 13, 13, 14, 14, 14, 15, 17, 18, 18, 19, 22, 23 a) What is the interquartile range? b) What is the median? c) What percent of the data does the box part of the box plot capture? d) What percent of the data falls between the minimum value and Q1? e) What percent of the data falls between Q3 and the maximum value? f) What is the range? 296 (3) In the 2004 Olympic Games in Athens, the following results occurred for the men’s pole vault finals: 5.95, 5.90, 5.85, 5.80, 5.75, 5.75, 5.65, 5.64, 5.55, 5.55, 5.55, 5.50 a.) Find the mean, median, mode and range of this data set. b.) The gold medal was won by Timothy Mack of the United States. What was his height in the pole vault event? c.) Create a box-plot from this data d) What is the interquartile range? e) What percent of the data does the box part of the box plot capture? f) What percent of the data falls between the minimum value and Q1?