Chapter 1 Review AP Statistics Name:______________________________ Multiple Choice Practice. 1. If the standard deviation of a set of observations is 0, you can conclude (a) (b) (c) (d) (e) That there is no relationship between the observations. That the average value is 0. That all observations are the same value. That a mistake in arithmetic has been made. None of the above. 2. A random sample of golf scores gives the following summary statistics: n = 20, 𝑥̅ = 84.5, 𝑠𝑥 = 11.5, min = 68, Q1 = 78, M = 86, Q3 = 91, max = 112. What can be said about the number of outliers? (a) (b) (c) (d) (e) 0 1 2 At least 1 At least 2 3. When a set of data has suspect outliers, which of the following are preferred measures of central tendency and of variability? (a) (b) (c) (d) (e) Mean and standard deviation Mean and variance Mean and range Median and range Median and interquartile range 4. In which of the following histograms is the mean less than the median? (a) (b) (d) (c) (e) 5. For which of the following would it be inappropriate to display the data with a single pie chart? (a) (b) (c) (d) (e) The distribution of car colors for vehicles purchased in the last month. The distribution of unemployment percentages for each of the 50 states. The distribution of favorite sport for a sample of 30 middle school students. The distribution of shoe type worn by shopper at a local mall. The distribution of presidential candidate preference for voters in a state. 6. When comparing two distributions, it would be best to use relative frequency histograms (percents) rather than frequency histograms (counts) when (a) (b) (c) (d) (e) The distributions have different shapes. The distributions have different spreads. The distributions have different centers. The distributions have different numbers of observations. At least one of the distributions has outliers. 7. The stemplot shows the number of home runs hit by each of the 30 Major League Baseball teams in 2011. Home run totals above what value should be considered outliers? 09 10 11 12 13 14 15 16 17 18 19 20 21 22 15 3789 47 19 (a) (b) (c) (d) (e) 89 34445 239 223 356 1 3 0 2 173 210 222 229 257 8. Earthquake intensities are measured using a device called a seismograph, which is designed to be most sensitive to earthquakes with intensities between 4.0 and 9.0 on the Richter scale. Measurements of nine earthquakes gave the following readings: 4.5 (a) (b) (c) (d) (e) L 5.5 H 8.7 8.9 6.0 H 5.2 5.75 6.00 6.47 8.70 Cannot be determined 9. You record the year released, the rating, the length (in minutes), genre, and Box office sales for 7 movies. The number and type of variables you have recorded is: (a) (b) (c) (d) (e) 5 quantitative, 0 categorical. 6 quantitative, 0 categorical. 4 quantitative, 2 categorical. 3 quantitative, 2 categorical. 2 quantitative, 3 categorical. Multiple Choice Answers: 1. C, 2. D, 3. E, 4. C, 5. B, 6. D, 7. E, 8. B, 9. D Resistance Which summary is best to use if we have a skewed distribution? Why? Which summary is best to use if we have a symmetric distribution (free of outliers)? Why? Free Response Practice - You will probably need your own paper to work through this section. 10. (R1.7 p. 77) Here are the survival times in days of 72 guinea pigs after they were injected with infectious bacteria in a medical experiment. Survival times, whether of machines under stress or cancer patients after treatment, usually have distributions that are skewed to the right. 43 80 91 103 137 191 45 80 92 104 138 198 53 81 92 107 139 211 56 81 97 108 144 214 56 81 99 109 145 243 57 82 99 113 147 249 58 83 100 114 156 329 66 83 100 118 162 380 67 84 101 121 174 403 73 88 102 123 178 511 74 89 102 126 179 522 79 91 102 128 184 598 (a) Make a histogram of the data and describe its main features. Does it show the expected right skew? (b) Now make a boxplot of the data. Be sure to check for outliers. (c) Which measure of center and spread would you use to summarize the distribution – the mean and standard deviation or the median and IQR? Justify your answer. 11. (2010B #1) As a part of the United States Department of Agriculture’s Super Dump cleanup efforts in the early 1990s, various sites in the country were targeted for cleanup. Three of the targeted sites—River X, River Y, and River Z—had become contaminated with pesticides because they were located near abandoned pesticide dump sites. Measurements of the concentration of aldrin (a commonly used pesticide) were taken at twenty randomly selected locations in each river near the dump sites. The boxplots shown below display the five-number summaries for the concentrations, in parts per million (ppm) of aldrin, for the twenty locations that were sampled in each of the three rivers. (a) Compare the distributions of the concentration of aldrin among the three rivers. (b) The twenty concentrations of aldrin for River X are given below. 3.4 4.0 5.6 3.7 8.0 5.5 5.3 4.2 4.3 7.3 8.6 5.1 8.7 4.6 7.5 5.3 8.2 4.7 4.8 4.6 Construct a stemplot that displays the concentrations of aldrin for River X. (c) Describe a characteristic of the distribution of aldrin concentrations in River X that can be seen in the stemplot but cannot be seen in the boxplot. 12. (FR 65) A set of 91 scores has the following histogram: (a) Draw a boxplot of the data in the histogram. (b) What feature does the histogram show that is missed by the boxplot? (c) What feature is more clearly distinguished in the boxplot than in the histogram? 6 8 10 12 14 16 18 20 22 24 13. (2004 #1) A consumer advocate conducted a test of two popular gasoline additives, A and B. there are claims that the use of either of these additives will increase gasoline mileage in cars. A random sample of 30 cars was selected. Each car was filled with gasoline and the cars were run under the same driving conditions until the gas tanks were empty. The distance traveled was recorded for each car. Additive A was randomly assigned to 15 of the cars and additive B was randomly assigned to the other 15 cars. The gas tank of each car was filled with gasoline and the assigned additive. The cars were again run under the same driving conditions until the tanks were empty. The distance traveled was recorded and the difference in the distance with the additivie minus the distance without the additive for each car was calculated. The following table summarizes the calculated differences. Note that negative values indicate less distance was traveled with the additive than without the additive. Additive A B Values Below Q1 -10, -8, -2 -5, -3, -3 Q1 1 -2 Median 3 1 Q3 4 25 Values above Q3 5, 7, 9 35, 37, 40 (a) Display parallel boxplots (showing outliers, if any) of the difference of the two additives. (b) Two ways that the effective ness of a gasoline additive can be evaluated are by looking at either The proportion of cars that have increased gas mileage when the additive is used in those cars or The mean increase in gas mileage when the additive is used in those cars. i. Which additive, A or B, would you recommend if the goal is to increase gas mileage in the highest proportion of cars? Explain your choice. ii. Which additive, A or B, would you recommend if the goal is to have the highest mean increase in gas mileage? Explain your choice. 14. (R1.4, p. 77) Is there a relationship between Facebook use and age among college students? The following two-way table displays data for the 219 students who responded to the survey. Facebook user? Yes No Younger (18 – 22) 78 4 Age Middle (23 – 27) 49 21 Older (28 and up) 21 46 (a) Find the marginal distribution for age. (b) Find the conditional distribution for age among Facebook users. Now, find the conditional distribution for age among non-Facebook users. Compare the distributions using a bar graph. 15. (#11, p. 21) Births are not evenly distributed across the days of the week. Here are the average numbers of babies born each day of the week in the U.S. in a recent year: Day Births Sunday 7374 (a) Present these data in a well-labeled bar graph. Would it also be correct to make a pie chart? Monday 11,704 Tuesday 13,169 (b) Suggest some possible reasons why there are fewer births on Wednesday 13,038 weekends. Thursday 13,013 Friday 12,664 Saturday 8459
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