In a survey of California residents who text while driving, we obtained a simple random sample by compiling a list of the 24,390,236 licensed drivers in California; then we used a computer to randomly generate 1000 numbers between 1 and 24,390,236, and we selected the drivers that correspond to the generated numbers.
> You manage a small ice cream shop in which employees scoop the ice cream by hand. Each night, you total the day’s sales and the total volume of ice cream sold. You find that on nights when an employee named Ben is working, the mean price of the ice cream
> You want to determine the average (mean) annual salary of the current members of Congress.
> You are in charge of a manufacturing process that produces car batteries that are supposed to provide 12 volts of power. Manufacturing occurs at two different sites. The first site produces batteries with a mean output of 12.1 volts and a standard deviat
> The following data sets give the approximate lengths (in minutes) of Beethoven’s nine symphonies and Mahler’s nine symphonies.
> The following data sets show the ages of the first seven U.S. Presidents (Washington through Jackson) and seven recent U.S. Presidents (Ford through Obama) at the time of their inaugurations.
> The following data sets give the driving speeds (in mi/h) of the first nine cars to pass through a school zone and the first nine cars to pass through a downtown intersection.
> Reasoning that barrels of oil are three-dimensional, a newspaper publishes a three-dimensional graph showing oil production (barrels) in five different years.
> The following data sets give the ages in years of a sample of cars in a faculty parking lot and a student parking lot at the College of Portland.
> The following four sets of seven numbers all have a mean of 6. {6, 6, 6, 6, 6, 6, 6} ……{5, 5, 6, 6, 6, 7, 7} {5, 5, 5, 6, 7, 7, 6, 7} ……{3, 3, 3, 6, 9, 9, 9} a. Make a histogram for each set. b. Give the five-number summary and draw a boxplot for each se
> The following four sets of seven numbers all have a mean of 9. {9, 9, 9, 9, 9, 9, 9} …………{8, 8, 9, 9, 9, 10, 10} {8, 8, 8, 9, 10, 10, 10} …………{ 6, 6, 6, 9, 12, 12, 12} a. Construct a histogram for each set. b. Give the five-number summary and draw a box
> A data set consists of the ages of 87 female actors at the time they won an Academy Award. a. One of the women was 50 years old, and she was older than 77 of the other winners. What is the percentile of the age of 50? b. One of the women was 25 years old
> A statistics professor with too much time on his hands weighed each M&M candy in a bag of 465 plain M&M candies. a. One of the 465 M&Ms weighed 0.776 gram and it was heavier than 25 of the other M&Ms. What is the percentile of this particular value? b. O
> Waiting times (in minutes) of customers at the Jefferson Valley Bank (where all customers enter a single waiting line) and the Bank of Providence (where customers wait in individual lines at three different teller windows) are listed below.
> You want to determine the mean age of all statistics students in the United States.
> Listed below are contributions (in dollars) made to the two presidential candidates in a recent election. All contributions are from the same ZIP code. (The data are from the Huffington Post.)
> Listed below are amounts (in millions of dollars) collected from parking meters by Brinks and others in New York City during similar time periods. A larger data set was used to convict five Brinks employees of grand larceny. (The data were provided by th
> Listed below are speeds (in mi/h) of cars on the New Jersey Turnpike. All cars are going in the same direction, and all of the cars are from New Jersey. The speeds were measured with a radar gun, and the researchers observed the races of the drivers. (Th
> What is info graphic, and what is its goal?
> Listed below are measurements of “specific absorption rate” (SAR) of radiation (in W/kg) when these types of cell phones are held to the head: Samsung SGHtss9, Blackberry Storm, Blackberry Curve, Motorola Moto, T-Mobile Sidekick, Sanyo Katana Eclipse, Pa
> Listed below are measurements of blood alcohol concentration (BAC) of drivers involved in fatal crashes and then given jail sentences (based on data from the U.S. Department of Justice): 0.27 0.17 0.17 0.16 0.13 0.24 0.29 0.24 0.14 0.16 0.12 0.16
> The following are the body temperatures (in °F) of randomly selected normal, healthy adults: 98.6 ……98.6 ……98.0 ……98.0 ……99.0 98.4 ……98.4 ……98.4 ……98.4 ……98.6
> The following times (in seconds) were recorded when statistics students participated in an experiment to test their ability to determine when 1 minute (60 seconds) had passed: 53…… 52 ……75 ……62 ……68 ……58 ……49 ……49
> Listed below are the numbers on the jerseys of the starting lineup for the New Orleans Saints when they won their first Super Bowl football game. Does it make sense to compute the range and standard deviation for these data? 9 ……23 ……25 ……88 ……12 ……19 ……
> Ayurveda is a traditional medical system commonly used in India. Listed below are the lead concentrations (in g/g) measured in different Ayurveda medicines (manufactured in the United States). (Data from “Lead, Mercury, and Arsenic in U.S. and Indian Ma
> Listed below are measurements of the “head injury criterion” (hic) for the following seven small cars tested in crashes by the National Highway Traffic Safety Administration: Chevrolet Aveo, Honda Civic, Volvo S40, VW Jetta, Hyundai Elantra, Kia Rio, and
> You want to determine the mean weight of all high school football players in the state of California.
> Listed below are the earnings (in millions of dollars) of the celebrities with the five highest incomes in a recent year. The celebrities in order are Steven Spielberg, Howard Stern, George Lucas, Oprah Winfrey, and Jerry Seinfeld. 332 ……302 ……235 ……225
> The scores on the statistics exam had the following results: range 40; high 98; low 58; median 81; standard deviation 8.
> What is a three-dimensional graphic? When is this type of graphic just cosmetic, and when is it helpful? What are its advantages and disadvantages?
> The standard deviation for the heights of 5-year-old children is smaller than the standard deviation for the heights of children who range in age from 3 to 15.
> I examined the data carefully, and the standard deviation was greater than the range.
> For a recent year, baseball salaries had a median of $1,650,000 and a first quartile (Q1) of $1,675,000.
> Describe the process of calculating a standard deviation. What is the standard deviation if all of the sample values are the same?
> What do we mean by the variation of values in a set of data?
> What do we mean when we say that a distribution is skewed? Briefly describe the basic difference between a distribution that is skewed to the right and a distribution that is skewed to the left.
> What do we mean when we say that a distribution is symmetric? Can a symmetric distribution have more than one mode?
> Distinguish between a uniform distribution and a distribution with one or more modes. What do we call distributions with one, two, and three modes?
> You want to determine the mean weight of all professional (NFL) football players who were on team rosters during the past season.
> The ages of males when they were hospitalized because of myocardial infarctions (heart attacks)
> You are given a sample of data values along with specific bins. Your bar graph was marked wrong because it shows different frequencies than the ones shown on the teacher’s answer key.
> The net worth (in dollars) of female movie actors
> The ages of adults at the time of their death
> The ages of adults who visit the National Air and Space Museum
> The speeds of drivers on a highway in Montana
> The ages of 1000 randomly selected patients being treated for dementia.
> The weights of 240 adult airline passengers, consisting of 80 females and 160 males.
> The weights of 1000 AAA batteries of a single brand
> The heights of 500 female students, half of whom are college students while the other half are second-grade students
> The heights of 250 randomly selected female statistics students
> The braking reaction times of 500 randomly selected drivers, measured under standard conditions.
> The annual incomes of all those in a statistics class, including the instructor
> The daily rainfall amounts (in inches) for Boston in a year consist of 365 values with these properties: • The mean daily rainfall amount is 0.083 inch. • The median of the daily rainfall amounts is 0 inches. • The minimum daily rainfall amount is 0 inch
> In a recent year, the 868 professional baseball players had salaries with the following characteristics: • The mean was $4,214,614. • The median was $1,650,000. • The salaries ranged from a low of $507,500 to a high of $31,000,000. a. Describe the shape
> The histogram in Figure 4.12 shows duration times of eruptions of the Old Faithful geyser in Yellowstone National Park.
> Figure 4.11 is a histogram of digits drawn in California’s Daily Four lottery.
> Figure 4.10 is a histogram of measured mid–upper arm circumferences of 300 randomly selected adults.
> The histogram in Figure 4.9 shows the F-scale measurements of intensities of 490 tornadoes from recent years. (The F-scale runs from 0 to 5; a higher number indicates a stronger tornado.)
> There’s much more variation in the ages of the general population than in the ages of students in my college extension course.
> The distribution of pedestrian speeds on a path used by both walkers and runners was found to be bimodal.
> Which type of graph described in this section would work best for depicting data consisting of one value from each of the past 50 consecutive years? What is a major advantage of this type of graph?
> A study on the effect of gender on movie attendance was biased because the sample consisted of 800 males and 200 females.
> The distribution of pedestrian speeds on a path used by both walkers and runners was found to be bimodal.
> The distribution of grades in my class was left-skewed, but the mean, median, and mode were all the same.
> A survey found that the mean salary for professional soccer players is much higher than the median salary.
> What is a weighted mean, and when is it appropriate to use one?
> Briefly describe at least two possible sources of confusion about the “average.”
> What are outliers? Describe the effects of outliers on the mean, median, and mode.
> Define and distinguish among mean, median, and mode.
> Imagine taking a huge flat map of the United States and placing weights on it to represent where people live. The point at which the map would balance is called the mean center of population. Figure 4.2 shows how the location of the mean center of popula
> Find the mean of the data summarized in the frequency table by using the middle of each bin and the frequency for each bin. Also, compare the computed means to these the actual means obtained using the original list of data values.
> Which types of graph described in this section can be used for qualitative data? Give an example of a qualitative data set, and describe how you would show it with each type of graph.
> Construct a Pareto chart of the data given in Exercise 19. Compare the Pareto chart to the pie chart. Which graph is more effective in showing the relative importance of the mistakes made by job applicants? Exercise 19 Chief financial officers of U.S. c
> Refer to the data given in Exercise 17, and construct a pie chart. Compare the pie chart to the Pareto chart. Can you determine which graph is more effective in showing the relative usefulness of the job–hunting methods?
> A medical researcher at Johns Hopkins University obtains a numbered list of all patients waiting for a heart transplant, and then uses a computer to select the patients corresponding to the 50 numbers randomly generated by computer.
> A survey was conducted to determine how employees found their jobs. The table below lists the successful methods identified by 400 randomly selected employees. The data are based on results from the National Center for Career Strategies. Construct a Pare
> Exercise 18 in Section 3.1 required the construction of a frequency table for a list of body temperatures (in °F) of randomly selected subjects. Use that frequency table to construct the corresponding histogram.
> Exercise 17 in Section 3.1 required the construction of a frequency table for the ages of Academy Award–winning male actors at the time when they won the award. Use that frequency table to construct the corresponding histogram.
> The percentage of flights on a single day by each airline (e.g., United, Delta, Southwest)
> IQ scores of 1000 adults randomly selected last year.
> The colors of cars involved in fatal crashes last year.
> The number of full-time students enrolled in colleges in each year since 1990.
> Suppose you have a list of blood platelet counts from 500 patients in a hospital. Which of the following is most helpful in understanding the distribution of those values: frequency table, pie chart, or histogram?
> Children living near a smelter in Texas were exposed to lead, and their IQ scores were subsequently measured. The following histogram was constructed from those IQ scores. Figure 3.11 a. Estimate the frequency for each of the six score categories. b. Est
> I rearranged the bars on my histogram so that the tallest bar would come first.
> People magazine chooses its “best-dressed celebrities” by compiling responses from readers who mail in a survey printed in the magazine.
> A quality control engineer wants to draw attention to the car parts that require repair most often, so she uses a Pareto chart to illustrate the frequencies of repairs for the various car parts.
> Your pie chart must be wrong, because you have the 45% frequency wedge near the upper left and the answer key shows it near the lower right.
> What do we mean by cumulative frequency?
> What do we mean by relative frequency?
> What is a frequency table? How does it show categories and frequencies?
> The students in a statistics class conduct a transportation survey of students in their high school. Among other data, they record the age and mode of transportation between home and school for each student. The following table gives some of the data tha
> The traditional keyboard configuration is called a Qwerty keyboard because of the positioning of the letters QWERTY on the left in the top row of letters. Developed in 1872, the Qwerty configuration supposedly forced people to type slower so that the ear
> Consider the following frequency table for the number of children in American families. a. According to the data, how many families are there in America? b. How many families have two or fewer children? c. What percentage of American families have no chi
> An experiment was conducted in which a hole was drilled in a die and filled in with lead. The die was then rolled repeatedly, giving the results shown in the following frequency table. a. How many times was the die rolled? b. How many times was the outco
> The following data show the body temperatures (in °F) of randomly selected subjects who were not ill at the time. Construct a frequency table with seven bins: 96.9–97.2, 97.3–97.6, 97.7–98.0, and so on. 98.6 98.6 98.0 98.0 99.0 98.4 98.4 98.4 98.4 98.6 9
> Motivated by a student’s death due to binge drinking, the College of Newport conducts a study of student drinking by randomly selecting 10 different classes and interviewing all of the students in each of those classes.
> The following data show the ages of all Academy Award–winning male actors at the time when they won the award (through 2016). Construct a frequency table for the data, using bins of 20–29, 30–39, and so on. What ages are the most common for these winners
> Weights of respondents were recorded as part of the California Health Interview Survey. The last digits of weights from 50 randomly selected respondents are listed below. Construct a frequency table with 10 classes. Based on the distribution, do the weig
> An analysis of 50 train derailment incidents identified the main causes listed below, where T denotes bad track, E denotes faulty equipment, H denotes human error, and O denotes other causes (based on data from the Federal Railroad Administration). Const
> As part of a clinical trial, the drug tofacitinib citrate was administered in 5-mg doses to 1336 subjects as a rheumatoid arthritis treatment. Here are the numbers of adverse reactions: 57 subjects had headaches, 21 had hypertension, 60 had upper respira
