CHAPTER 8 A student cuts five pieces of string having the following lengths in inches: 2.9, 9.5, 5.7, 4.2, 7.6 Then the students showed the pieces to another student one at a time, asking the subject to estimate the length to the nearest tenth of an inch by eye. The error made by the subject is measured value minus true value and Question can be either positive or negative. What will be the results obtained from the subject, if the subject has a bias of 0.5 inch too long and is perfectly reliable? A. 3.4, 10.0, 6.2, 4.7, 8.1 Answer B. 3.4, 10.1, 6.3, 4.6, 8.6 C. 2.4, 9.0, 5.2, 3.7, 7.1 You want to measure your resting pulse rate. You count the number of beats in 6 seconds and multiply by 10 to get beats per minute. Question Which of the following statements is correct about this method of measuring pulse rate? A. The method produces accurate results. Answer B. The method is not highly reliable. C. The method is not valid. Question Customers returned 36 coats to Sears this holiday season, and only 12 to La Boutique Classique next door. Sears sold 1200 coats this season, while La Boutique sold 200. Which of the following statements is correct with reference to the given scenario? A. Sears’s coat customers were less satisfied than those of La Boutique because Sears had a higher number of returns. B. Answer Sears’s coat customers were less satisfied than those of La Boutique because Sears had a higher rate of return. C. Sears’s coat customers were more satisfied than those of La Boutique because Sears had a lower rate of return. Twice a year, the National Crime Victimization Survey asks a random sample of about 49,000 households whether they have been victims of crime and, if so, the details. In all, nearly 100,000 people answer these questions. If other people in a household are in the room when one person is answering questions, the Question measurement of sensitive questions could be seriously biased. Which of the following statements correctly indicates the result of the survey for crimes like rape and sexual assault? A. The survey will over-report the amount of crimes like rape and sexual assault. Answer B. The survey will underreport the amount of crimes like rape and sexual assault. C. The survey will produce almost accurate results for crimes like rape and sexual assault. Question We could measure the extent of unemployment by a count (the number of people who are unemployed) or by giving a rate (the percentage of the labor force that is unemployed). The number of people in the labor force grew from 107 million in 1980, to 126 million in 1990, to 143 million in 2000, to 154 million at the end of 2007. True or false: The count of unemployed people is not a valid measure of the extent of unemployment. True False Answer The law requires that tests given to job applicants must be shown to be directly job related. The Department of Labor believes that an employment test called the General Aptitude Test Battery (GATB) is valid for a broad range of jobs. As in the case of the SAT, the average GATB scores for blacks and Hispanics Question are lower than the average score for whites. One relevant question is whether requiring job applicants to take the GATB is needlessly discriminatory. How would you establish whether the scores on the GATB predict future job performance? A. Answer Give the GATB to a large number of job applicants for a broad range of jobs. After some time, rate each applicant’s actual performance by asking their supervisors to provide objective ratings for their workers. Examine the relationship between GATB scores and later job ratings. B. Give the GATB to a large number of job applicants for a broad range of jobs. After some time, tell the supervisors about the workers’ GATB score and ask them to rate the workers. Finally, examine the relationship between GATB scores and later job ratings. C. Give the GATB to a large number of job applicants for a broad range of jobs. After some time, rate each applicant’s actual performance by asking their supervisors to provide subjective ratings for their workers. Examine the relationship between GATB scores and later job ratings. Question You want to measure the "physical fitness" of college students. Identfy the example of a valid way to measure fitness. A. Students' height Answer B. Distance a student can run in some fixed length of time C. Students' weight Intelligence means something like “general problem-solving ability.” A researcher used the following questions for measuring the intelligence of a group of people: Question Who wrote “The Star-Spangled Banner"? Who won the last soccer World Cup? True or false: It is not valid to measure intelligence by a test that asks such questions. Answer Question True False You are writing an article for a consumer magazine based on a survey that asked about satisfaction with inexpensive earphones for the iPod. Of 1317 readers who owned the Apple iPod earphones and reported, 237 gave it an outstanding rating. Only 25 outstanding ratings were given by the 43 readers who owned Sennheiser sports earphones. Which of the following is an appropriate variable to measure and compare the satisfaction of the two earphones? A. Count of outstanding ratings Answer B. Rate of outstanding ratings C. Total number of readers who owned an earphone and reported Question A friend tells you, “In the 7:30 a.m. lecture for Statistics, 9 students failed. However, 20 students failed in the 1:30 p.m. class. The 1:30 p.m. professor is a tougher grader than the 7:30 a.m. teacher." Which of the following information will you require to conclude if 1:30 p.m. professor is a tougher grader than 7:30 a.m. professor? A. Class size Answer B. Qualification of both professors C. Age of both professors CHAPTER 10 A news article says: "More people were working in America in June than in Question any month since the end of 1990. If that's not what you thought you read in the papers last week, don't worry. It isn't. The report that employment plunged in June, with non-farm payrolls declining by 117,000, helped to persuade the Federal Reserve to cut interest rates yet again. In reality, however, there were 457,000 more people employed in June than in May." Identify the reason for the difference between the fact that employment went up by 457,000 and the official version that employment went down by 117,000. A. The official report is adjusted for the employees who are going to be fired during summer. Answer B. The official report is adjusted for the expected seasonal variation due to high school and college students entering the work force. C. The official report does not include the women employed in June. Question The 2008 Statistical Abstract of the United States reports FBI data on murders for 2005. In that year, 50.5% of all murders were committed with handguns, 17.3% with other firearms, 12.8% with knives, 6.0% with a part of the body (usually the hands or feet), and 4.1% with blunt objects. Complete the following statement by choosing an appropriate option: To make a graph to display the given data, you need an “other methods” category to _____. A. display the data effectively. B. Answer include information about different kinds of weapons. C. have the total as 100%. The following figure shows a graph taken from an investment advertisement that promises to pay a higher interest rate than bank accounts and other competing investment firms. Question A. The cones representing the interest rates are scaled both horizontally and vertically, which is problematic. Answer B. The values represented in the graph are not correct. C. The percentages can be displayed only through a pie chart. The following pictogram is used to compare the value of exports, in billions of dollars, in 2002 from the world's leading exporters. Question Which graph can be used to represent the given data accurately? A. Bar graph Answer B. Line graph C. Pie chart Women were allowed to enter the Boston Marathon in 1972. The time (in minutes, rounded to the nearest minute) for each winning woman from 1972 to 2007 is shown: Question The following figure shows the line graph displaying the winning times: Complete the following statement by choosing an appropriate option: The times taken by winners have decreased rapidly from ____. A. 1977 to mid-1980s Answer B. 1972 to mid-1980s C. 1979 to mid-1980s Consumers are turning to trucks, SUVs, and minivans in place of passenger cars. The following is the data on sales of new cars and trucks in the United States (The definition of “truck” includes SUVs and minivans): Question Two line graphs are plotted on the same axes to compare the change in car and truck sales over time. Which of the following statements correctly describes the trend displayed by the graph? A. Before 1999, the number of trucks was greater than the number of cars. Answer B. Before 1999, the number of cars was greater than the number of trucks. C. Before 1999, the numbers of cars and trucks were equal. Some plots against time show cycles of up-and down movements. The following figure displays a line graph of the average number of sunspots on the sun's visible face for each month from 1900 to 2007: Question Identify the statement that correctly describes the overall trend in the number of sunspots. A. The peaks are higher after every 20 years. Answer B. The peaks are higher at the middle of the 1900s and at the end of the 1900s. C. The peaks are highest at the beginning years of the century, that is, in 1900 and 2000. The following graph was appeared in the Lexington (Ky.) Herald-Leader in October 5, 1975. Question Identify the reason why this graph is an incorrect representation of data? A. The time scale on the horizontal axis is erratic. Answer B. The vertical axis should display British pounds. C. The value of a currency cannot be plotted on a graph. CHAPTER 11 The percentages of the population who are of Asian origin in each state east of the Mississippi river in 2006 are displayed in the table. State Percent State Percent State Percent Alabama 1.0 Connecticut 3.3 Delaware 2.9 Florida 2.2 Georgia 2.7 Illinois 4.2 Question Indiana 1.3 Kentucky 0.9 Maine 0.9 Maryland 4.9 Massachusetts 4.8 Michigan 2.3 Mississippi 0.8 New Hampshire 2.0 New Jersey 7.5 New York 6.9 North Carolina 1.8 Ohio 1.5 Pennsylvania 2.3 Rhode Island 2.8 South Carolina 1.1 Tennessee 1.3 Vermont 0.9 Virginia 4.8 West Virginia 0.6 Wisconsin 2.0 In addition, the stemplot of the distribution is given. Identify the correct shape of the distribution of the percentages of the population who are of Asian origin in each state east of the Mississippi river. A. Roughly symmetric B. Answer Skewed to the left C. Skewed to the right Refer to the histogram that shows the salaries of the players of the New York Yankees baseball team as of the opening day of the 2007 season. Question Identify the shape of the distribution. A. skewed to the right Answer B. symmetric C. skewed to the left The total return on a stock is the change in its market price plus any dividend payments made. The total return is usually expressed as a percentage of the beginning price. Question The given histogram depicts the distribution of total returns for all 1528 common stocks listed in the New York Stock Exchange in one year: A return less than zero means that owners of the stock lost money. About what percent of all stocks lost money? A. 49 B. 29 Answer C. 23 D. 11 The stemplot of the percentage of residents aged under 18 in 50 states in 2006 Question is displayed. The stems are whole percents, and the leaves are tenths of a percent. Utah has the largest percentage of young adults. Which of the following options correctly identifies the shape, center and spread of the distribution, ignoring Utah? A. Without Utah, the distribution is right-skewed, centered at about 24.0%, spread from 21.2% to 27.6%. B. Answer Without Utah, the distribution is roughly symmetric, centered at about 24.2%, spread from 21.2% to 30.0%. C. Without Utah, the distribution is roughly symmetric, centered at about 24.2% and spread from 21.2% to 27.6%. The given histogram depicts the percentages of residents aged 85 and older in Question 50 states in 2006. Identify the center of the distribution. A. Around 1.8 to 2.0 Answer B. Around 1.6 to 1.8 C. Around 1.4 to 1.6 Suppose that you and your friends emptied your pockets of coins and recorded Question the year marked on each coin. The distribution is left-skewed. Identify the most obvious reason for a left-skewed distribution. A. Older coins are more in number Answer B. Newer coins are more common than older coins C. The number of older and newer coins is the same. The total return on a stock is the change in its market price plus any dividend payments made. The total return is usually expressed as a percentage of the beginning price. The given histogram depicts the distribution of total returns for all 1528 common stocks listed in the New York Stock Exchange in one year: Question Which of the following statements is correct with reference to the smallest and highest returns? A. The smallest return was between -70 percent and -60 percent, and the highest return was between 80 percent and 100 percent. Answer B. The smallest return was between -70 percent and -60 percent and the highest return was between 100 percent and 110 percent. C. The smallest return was between –40 percent and -60 percent, and the highest return was between 100 percent and 110 percent. The total return on a stock is the change in its market price plus any dividend payments made. The total return is usually expressed as a percentage of the beginning price. The given histogram depicts the distribution of total returns for all 1528 common stocks listed in the New York Stock Exchange in one year: Question True or false: The distribution is roughly symmetric. Answer True False CHAPTER 12 The following is the data on the percentages of words of 1 to 15 letters used in articles in Popular Science magazine: Question Length Percent 1 3.6 2 14.8 3 18.7 4 16.0 5 12.5 6 8.2 7 8.1 8 5.9 9 4.4 10 3.6 11 2.1 12 0.9 13 0.6 14 0.4 15 0.2 Identify the correct five-number summary of the distribution of word lengths from the given data. A. Min = 1, Q1 = 3, M = 4, Q3 = 7, Max = 15 Answer B. Min = 1, Q1 = 2, M = 5, Q3 = 9, Max = 14 C. Min = 2, Q1 = 3, M = 5, Q3 = 8, Max = 15 Middletown is considering imposing an income tax on citizens. The city government wants to know the average income of citizens so that it can estimate the total tax base. Question True or false: The median is a more appropriate measure of center than the mean if the goal is estimating the total tax base. Answer Question True False In a study of the standard of living of typical families in Middletown, a sociologist estimates the average family income in that city. True or false: The median is an appropriate measure of center in the given scenario. True False Answer Consider the following data set: 4 0 1 4 3 6 Question The mean for this data set is 3, and the standard deviation is 2.19. Identify the statement that correctly states the change in the mean and standard deviation if 10 is added to each number in the given data set. A. Both the mean and standard deviation remain the same. B. Answer The mean increases by 10, and the standard deviation remains the same. C. The mean remains the same, and the standard deviation increases by 10. D. Both the mean and standard deviation increase by 10. 6. Consumer Reports magazine presented the following data on the number of calories in a hot dog for each of 17 brands of meat hot dogs: Question 173 191 182 190 172 147 146 139 175 136 179 153 107 195 135 140 138 Fill in the blanks as the data for the five-number summary: Min = [min] Q1 = [Q1] M = [Median] Q3 = [Q3] Max = [Max] Evaluation Method Exact Match Evaluation Method Exact Match Exact Match Evaluation Method Exact Match Evaluation Method Exact Match Exact Match Evaluation Method Exact Match Answers for: min Case Sensitivity Answers for: Q1 Case Sensitivity Answers for: Median Case Sensitivity Answers for: Q3 Case Sensitivity Answers for: Max Case Sensitivity 107 138.5 138 1/2 153 180.5 180 1/2 195 Colleges announce an average SAT score for their entering freshmen. Usually a college would like this average to be as high as possible. A New York Times article noted, “Private colleges that buy lots of top students Question with merit scholarships prefer the mean, while open-enrollment public institutions like medians.” Which of the following statements correctly explains these preferences? A. The relatively small number of top students does not affect the mean. The typical score, or the median, decreases by the presence of these students. Answer B. The relatively small number of top students puts the mean above the median. The typical score, or the median, is not affected by the presence or absence of these students. C. The relatively small number of top students puts the mean below the median. The typical score, or the median, increases by the presence of these students. A school system employs teachers for salaries between $30,000 and $60,000. The teachers’ union and school board are negotiating the form of next year’s increase in the salary schedule. Suppose that the teachers receive a 5 percent raise each. The amount of the raise will vary from Question $1500 to $3000, depending on present salary. Which of the following statements correctly identifies the effect of the 5 percent across-the-board raise on the spread of the distribution as measured by the distance between quartiles? A. The spread of the distribution as measured by the distance between quartiles will remain the same. B. Answer The spread of the distribution as measured by the distance between quartiles will decrease. C. The spread of the distribution as measured by the distance between quartiles will increase. Refer to the histogram that displays the average scores on the SAT Question Mathematics exam for students in the 50 states and the District of Columbia in 2004: True or false: A single measure of center, such as the mean or the median, is appropriate in describing the distribution. Answer True False Here are the numbers of legal immigrants (in thousands) who settled in each state east of the Mississippi River from 2000 to 2005: Quest ion State Number of Immigrants (in thousands) State Number of Immigrants (in thousands) State Alabama 46.0 Connecticut 94.4 Delaware Florida 727.9 Georgia 253.5 Illinois Indiana 83.0 Kentucky 34.9 Maine Maryland 182.9 Massachusetts 213.6 Michigan Mississippi 14.5 New Hampshire 18.8 New Jersey New York 692.8 North Carolina 195.6 Ohio Pennsylvania 152.7 Rhode Island 26.5 South Carolina Tennessee 83.7 Vermont 4.2 Virginia West Virginia 3.6 Wisconsin 60.8 N Imm th True or False: The mean and standard deviation are more suitable numerical summaries than the five-number summary. Answ er True False You understand the three kinds of graphs to display the distributions of quantitative variables: histograms, stemplots, and boxplots. Question Match each type of graph with the situation in which it is most appropriate. Question Items A. - A. Match Histogram Answer B. - B. Stemplot C. - C. Boxplot Answer Items A. Small or large data sets, where only relative frequency is known B. Small data sets C. Distributions that are unimodal The median income of the U.S. households in 2006 was $48,201. Question Identify the statement that correctly describes the meaning of the median income with reference to the scenario. A. 75% of all households made more than $48,201 and 25% made less. Answer B. 25% of all households made more than $48,201 and 75% made less. C. All households made an average income of $48,201. D. Half of all households made more than $48,201 and the other half made less. Refer to the histogram of the number of minority students, black, Hispanic, Native American, who earned doctorate degrees in engineering from 152 universities during 2000 to 2002. Question The classes for the histogram are 1–5, 6–10, and so on. Even without the actual data, you can use the position of the values of the five-number summary and the histogram to give the five-number summary approximately. About how many minority engineering PhD’s must a university graduate to be in the top quarter? A. Answer 6 B. 8 C. 4