Question: The U.S. Department of Transportation maintains

> An independent research firm conducts a survey of adults who view movies. Each interview subject is asked this question: “Is there is too much violence in movies?”

> After conducting a survey about texting and driving, a researcher discovers that the practice is very dangerous and believes that he is doing a public service by exaggerating the results of the study

> A journal article reports very favorable results from tests of a statin designed to lower cholesterol levels. The researchers received funding from the pharmaceutical company that produces the statin.

> A clinical trial of a treatment intended to help smokers stop smoking was conducted. The sample consisted of male college students, and the trial showed that, for American adults, the treatment is effective.

> Researchers conclude that the drought mitigation system used to conserve water in California is more effective than a competing system used in Hawaii.

> In an Accountemps survey of 150 senior executives, 47% said that the most common job interview mistake is to have little or no knowledge of the company where the applicant is being interviewed.

> In a survey of 1200 college students, each was asked whether he or she was a good person.

> A clothing company sponsored a survey showing that dressing stylishly is critically important for success in a job interview.

> My experiment proved beyond a doubt that vitamin C can reduce the severity of colds, because I controlled the experiment carefully for every possible confounding variable.

> A pollster plans to improve survey results by only conducting polls in which the margin of error is zero.

> If you use a large enough sample, it does not matter if the sample is biased, so the treatment must have practical significance.

> More than 1 million people sent texts in response to a TV survey question, so this survey result is clearly more valid than any survey of a few hundred people.

> Which siding lasts longer on a home: aluminum, vinyl, or wood?

> A company is developing a new battery for smartphones, and it is claimed that the new battery lasts significantly longer than those currently in use.

> Does the herb echinacea help prevent colds?

> Does listening to Beethoven make teenagers more intelligent?

> In a test of the effectiveness of garlic for lowering cholesterol, 47 adult subjects were treated with Garlicin, which is garlic in a processed tablet form. Cholesterol levels were measured before and after the treatment. The changes in the subjects’ lev

> Describe the five basic steps in a statistical study, and give an example of their application.

> The worldwide market share for the Chrome web browser was 69.52% in March 2019. Source: Data extracted from netmarketshare.com. Suppose that you decide to select a sample of 100 students at your university and you find that 60 use the Chrome web browser.

> You are the production manager at a parachute manufacturing company. Parachutes are woven in your factory using a synthetic fiber purchased from one of four different suppliers. The strength of these fibers is an important characteristic that ensures qua

> The major stock market indexes had weak results in 2018. The mean one-year return for stocks in the S&P 500, a group of 500 very large companies, was -6.24%. The mean one-year return for the NASDAQ, a group of 3,200 small and medium-sized companies, was

> In a recent year, 46% of Google searches were one or two words, while 21% of Google searches were five or six words. Source: Wordstream Biog, "27 Google Search Statistics You Should Know in 2019 (+ Insights!)," bit.ly/2GxpUlv. If a sample of I 0 Google s

> A sports statistician seeks to evaluate NBA team statistics for a recent year. The statistician collects data for wins and points scored, field goal percentage, opponent field goal percentage, three-point field goal percentage, free throw percentage, reb

> Examine Zarca Interactive's "Sample Employee Satisfaction Survey/Sample Questions for Employee Satisfaction Survey," available at bit.Iy/21qjl6F. a. Give an example of a categorical variable included in the survey. b. Give an example of a numerical varia

> A pet food company has the business objective of having the weight of a can of cat food come as close to the specified weight as possible. Realizing that the size of the pieces of meat contained in a can and the can fill height could impact the weight of

> The Super Bowl is a big viewing event watched by close to 200 million Americans, so it is also a big event for advertisers. The file Super Bowl Ad Rating contains the rating of ads that ran between the opening kick-off and the final whistle. Source: Data

> The file Mobile S contains the overall download and upload speeds in Mbps for eight carriers in the U.S. Source: Data extracted from Tom's Guide, "Fastest Wireless Network 201 9: It's Not Even Close," bit.ly/2PcGiQE. a. Calculate the covariance between d

> General Electric (GE) is one of the world's largest companies; it develops, manufactures, and markets a wide range of products, including medical diagnostic imaging devices, jet engines, Lighting products, and chemicals. In 2017, the stock price rose 0.0

> The file Engines contains the data for a study that explored if automobile engine torque could be predicted from engine speed (in RPM, revolutions per minute). Source: Data extracted from Y. Chen et al., "Cluster-Based Profile Analysis in Phase I," Journ

> A hotel wanted to develop a new system for delivering room service breakfasts. In the current system, an order form is left on the bed in each room. If the customer wishes to receive a room service breakfast, he or she places the order form on the doorkn

> Accounting Today identified top accounting firms in 10 geographic regions across the United States. All 10 regions reported growth in a recent year. The Southeast and Gulf Coast regions reported growths of 12.49% and 9.78%, respectively. A characteristic

> An operations manager wants to examine the effect of air-jet pressure (in pounds per square inch [psi]) on the breaking strength of yarn. Three different levels of air-jet pressure are to be considered: 30 psi, 40 psi, and 50 psi. A random sample of 18 y

> The following is a set of data from a sample of n = 11 items: a. Compute the covariance. b. Compute the coefficient of correlation. c. How strong is the relationship between X and Y? Explain.

> Thirty companies comprise the DJIA. Just how big are these companies? One common method for measuring the size of a company is to use its market capitalization, the product of multiplying the number of stock shares by the price of a share of stock. On Ap

> The file Credit Scores contains the average credit scores of people from 2,750 American cities. Source: Data extracted from bit.ly/2oCgnbi. a. Select five different samples of n = 2, n = 5, n = 15, and n = 30. b. Compute the sample mean of each sample. D

> The file Cigarette Tax contains the state cigarette tax (in $) for each of the 50 states and the District of Columbia as of January 1, 2019. a. Calculate the population mean and population standard deviation for the state cigarette tax. b. Interpret the

> Interns report that when deciding on where to work, career growth, salary and compensation, location and commute, and company culture and values are important factors to them. According to reports by interns to Glassdoor, the mean monthly pay of interns

> The file McDonalds Stores contains the number of McDonald's stores per 100,000 population located in each of the 50 U.S. states as of September 13, 2018. Source: Data extracted from Usatoday.com, "ls your state 'lovin' it'?" bit.ly/2vFGoay. a. Calculate

> The file Domestic Beer contains the percentage alcohol, number of calories per 12 ounces, and number of carbohydrates (in grams) per 12 ounces for 157 of the best-selling domestic beers in the United States. Determine whether each of these variables appe

> Researchers wanted to investigate the relationship between employment and accommodation capacity in the European travel and tourism industry. The file European Tourism contains a sample of 28 European countries. Variables included are the number of jobs

> How do regression trees differ from classification trees?

> The file Work Hours Needed contains the average number of hours worked necessary for three people to afford to attend an NBA game, inclusive of parking and food and beverage costs, at each of the 30 NBA basketball arenas during a recent season. Source: f

> The Internet has become a crucial marketing channel for business. According to a recent study, 91% of retail brands use two or more social media channels for business. Source: Data extracted from Brandwatch, "123 Amazing Social Media Statistics and Facts

> For the year 201 8, the stock market in Germany had a mean return of - 12.53% in 2018. Assume that the returns for stocks on the German stock market were distributed normally, with a mean of - 12.53% and a standard deviation of 10. If you select an indiv

> A toll-free phone number is available from 9 A.M. to 9 P.M. for your customers to register complaints about a product purchased from your company. Past history indicates that a mean of 0.8 calls is received per minute. a. What properties must be true abo

> Refer to Problem 5.27. If you purchased a Toyota in the 2019 model year, what is the probability that in the past 12 months the car had; a. zero problems? b. two or fewer problems? c. Compare your answers in (a) and (b) to those for the Ford in Problem 5

> J.D. Power and Associates calculates and publishes various statistics concerning car quality. The dependability score measures problems experienced during the past 12 months by owners of vehicles (2019). For these models of cars, Ford had 1.48 problems p

> How long does it take to download a two-hour HD movie from a streaming media site? According to Fastmetrics's "Download Speed Comparison Table," bit.Iy/lEONXKY, downloading such a movie using a 100 Mbps Internet connection should take about 4.5 minutes.

> In Problem 14.6, you used full-time voluntary turnover (%), and total worldwide revenue ($billions) to predict number of full-time job openings (stored in Best Companies). Develop a regression model to predict the number of full-time job openings that in

> The U.S. Department of Transportation maintains statistics for mishandled bags. In January 2019, Delta mishandled 0.32 bags per day. What is the probability that in the next month, Delta will have; a. no mishandled bags? b. at least one mishandled bag? c

> Repeat (a) and (b) of Problem 12.16, assuming that only 100 individuals from each business group were surveyed. Discuss the implications of sample size on the x2 test for differences among more than two populations. Data from Problem 12.16: An Employee

> Assume a Poisson distribution with λ = 5.0. What is the probability that; a. X = 1? b. X < 1? c. X > 1? d. X

> Churn occurs when customers stop doing business with a company or stop subscribing to a service. The file Bank Churn Study contains data from a churn study conducted by an international bank. Source: Data extracted from S. Dixit, "Building your own Anifi

> The file Restaurant Ratings contains restaurant ratings for food, decor, service, cost per person, and popularity index (popularity points the restaurant received divided by the number of people who voted for that restaurant) for various types of restaur

> The file Utility contains the following data about the cost of electricity (in $) during July 2018 for a random sample of 50 one-bedroom apartments in a large city. a. Construct a frequency distribution and a percentage distribution that have class inter

> The file Work Hours Needed contains the average number of hours worked necessary to afford the cost of three people attending a National Basketball Association (NBA) game, inclusive of parking and food and beverage costs, at each of the 30 NBA arenas dur

> Visit the website of the Pew Research organization at www.pewresearch.org. Read today's top story. What type of data source is the top story based on?

> Visit the website of the Gallup organization at www.gallup.corn. Read today's top story. What type of data source is the top story based on?

> Brand valuations are critical to CEOs, financial and marketing executives, security analysts, institutional investors, and others who depend on well-researched, reliable information needed for assessments and comparisons in decision making. Millward Brow

> In Problem 14.4, you used efficiency ratio and total risk-based capital to predict ROAA at a community bank (stored in Community Banks). Develop a regression model to predict ROAA that includes efficiency ratio, total risk-based capital, and the interact

> The file Hybrid Sales contains the number of domestic and imported hybrid vehicles sold in the United States from 1999 to 2018. Source: Data extracted from "Gasoline Hybrid and Electric Vehicle Sales," bit.ly/2nLkvXf, and "Advanced Technology Vehicle Sal

> Wally's Discount Stores sell basic essentials for food, home, health, apparel, and home. Wally's produces and sells private label goods under its ShowGo label in addition to select nationally advertised brands. The file Wally contains a sample of 4 10 Wa

> Consumers are aware that companies share and sell their personal data in exchange for free services, but is it important to consumers to have a clear understanding of a company's privacy policy before signing up for its service online? According to an Ax

> A hospital conducted a study of the waiting time in its emergency room. The hospital has a main campus and three affiliated locations. Management had a business objective of reducing waiting time for emergency room cases that did not require immediate at

> The more costly and time-consuming it is to export and import, the more difficult it is for local companies to be competitive and to reach international markets. As part of an initial investigation exploring foreign market entry, 10 countries were select

> The file Coffee Exports contains the coffee exports (in thousands of 60 kg bags) by Costa Rica from 2004 to 2018. a. Plot the data. b. Fit a three-year moving average to the data and plot the results. c. Using a smoothing coefficient of W = 0.50, exponen

> Many factors affect attendance at Major League Baseball (MLB) games. Among the factors are those relating to the capacity of the stadium, how the team performed during the season, and characteristics about the team itself. For each MLB team in a recent y

> In 20 17, the per capita consumption of bottled water in the United States was reported to be 42.1 gallons. Source: Data extracted from IBWA, "Bottled Water Market," bit.ly/2Jlmynt. Assume that the per capita consumption of bottled water in the United St

> The following table, stored in, contains the 2018 sources of electricity in the United States as reported by the Energy Information Administration. What conclusions can you reach about sources of energy in 2018?

> A sample of companies were asked three questions about analytics and artificial intelligence usage and their answers stored in Business Analytics, Machine Learning and Self-Learning Robots. The following tables summarize those answers. Source: Data extra

> Given the results from Problem 11.20, a. at the 0.05 level of significance, is there an effect due to factor A? b. at the 0.05 level of significance, is there an effect due to factor B? c. at the 0.05 level of significance, is there an interaction effect

> The following table, stored in Smartphone Sales, represents the quarterly market share (percentage) of smartphones, by type, for the third quarter of 2017 through the third quarter of 2018, as reported by Counterpoint Research. a. What conclusions can yo

> The file Natural Gas includes the monthly average commercial price for natural gas (dollars per thousand cubic feet) in the United States from January 1, 2008, to December 2018. Source: Data extracted from Energy Information Administration, "Natural Gas

> The data in New Home Sales include the median sales price of new single-family houses sold in the United States recorded at the end of each month from January 2000 through December 2017. Source: Data extracted from "New Residential Sales," bit.ly/2eEcIBR

> Even though there has been an abundance of digital and analytics transformations occurring across the business landscape in recent years, few companies report achieving successful results. What has been the major objectives of company digital and analyti

> The Super Bowl is a big viewing event watched by close to 200 million Americans that is also a big event for advertisers. The file Super Bowl Ad Costs contains the average cost for 30-second ads that ran between the opening kick-off and the final whistle

> The file Movie Attendance contains the yearly movie attendance (in billions) from 2001 through 2018. a. Construct a time-series plot for the movie attendance (in billions). b. What pattern, if any, is present in the data?

> How have stocks performed in the past? The following table presents the data stored in Stock Performance and shows the performance of a broad measure of stocks (by percentage) for each decade from the 1830s through 2018: a. Construct a time-series plot o

> The following is a series of annual sales (in $millions) over an 11-year period (2008 to 2018): Year: 2008 2009 2010 201120122013 2014 2015 2016 2017 2018 Sales: 13.0 17.0 19.0 20.0 20.5 20.5 20.5 20.0 19.0 17.0 13.0 a. Construct a time-series plot. b. D

> The following is a set of data from a sample of n = 5: 7, 4, 9, 8, 2 a. Calculate the first quartile (Q1), the third quartile (Q3), and the interquartile range. b. List the five-number summary. c. Construct a boxplot and describe its shape. d. Compare yo

> The following is a set of data from a sample of n = 6: 7, 4, 9, 7, 3, 12 a. Calculate the first quartile (Q1), the third quartile (Q3), and the interquartile range. b. List the five-number summary. c. Construct a boxplot and describe its shape. d. Compar

> In Problem 14.4, you used efficiency ratio and total risk-based capital to predict ROAA at a community bank (stored in Best Companies). Using the results from that problem, a. Constructs a 95% confidence interval estimate of the population slope between

> The file contains the mobile commerce penetration values, the percentage of the country population that bought something online via a mobile phone in the past month, for 24 of the world's economies. Source: Data extracted from "Mobile commerce share by c

> A simple random sample of n = 300 full-time employees is selected from a company list containing the names of all N = 5,000 full-time employees in order to evaluate job satisfaction. a. Give an example of possible coverage error. b. Give an example of po

> A recent survey (available at bit.ly/2H5mQ6g) points to the transformation underway in the automotive retail landscape. The 2019 KPMG Global Automotive Executive Study found that automobile executives believe the number of physical automotive retail outl

> A 201 9 PwC survey of 1,000 U.S. executives (available at pwc.to/2DAHI4q) indicated that artificial intelligence (AI) is no longer seen as a side project or science experiment. Eighty percent of U.S. CEOs think AI will significantly change the way they w

> A growing share of Americans use smartphones as their primary means of online access at home. A survey of U.S. adults found that 58% of the 18- to 29-year-olds, 47% of the 30- to 49-year-olds, 27% of the 50- to 64-year-olds, and 15% of those age 65 or ol

> Results of the 2019 annual banking priorities survey of a sample of 220 bankers nationwide by Computer Services, Inc., available at bit.ly/2POHAlk, reveal insights on key areas of strategic focus and spending among financial institutions. The results sho

> The file CD Rates contains the yields for one-year CDs and five-year CDs, for 46 financial institutions selling in Lake Worth, Florida, as of April 5, 2019. Source: Data extracted from www.Bankrate.com, April 5, 2019. For each type of account: a. Calcula

> The Super Bowl is a big viewing event watched by close to 200 million Americans, so it is also a big event for advertisers. The file Super Bowl Ad Ratings contains the rating of ads that ran between the opening kick-off and the final whistle. Source: Dat

> A financial services call center monitors call duration, the amount of time spent speaking to customers on the phone. The file Call Duration contains the data for time, in seconds, agents spent talking to 50 customers. a. Calculate the first quartile (Q1

> Ipsos polled 1,004 adults asking them, "If purchasing a used car made certain upgrades or features more affordable, what would be your preferred luxury upgrade?" The summarized results show that 9% of males and 14% of females answered window tinting. Sou

> In Problem 14.4, you used efficiency ratio and total risk-based capital to predict ROAA at a community bank (stored in Community Banks). a. Plot the residuals versus Y^i. b. Plot the residuals versus X1i. c. Plot the residuals versus X2i. d. In the resid

> The file Accounting Partners contains the number of partners in a cohort of rising accounting firms that have been tagged as "firms to watch." Source: Data extracted from 2019 Top 100 Firms, Bloomberg BNA, accounting today.com. a. Calculate the first qua

> The following is a set of data from a sample of n = 5: 7, -5, -8, 7, 9 a. Calculate the first quartile (Q1), the third quartile (Q3), and the interquartile range. b. List the five-number summary. c. Construct a boxplot and describe its shape. d. Compare

> In Problem 14.5, you used the percentage of alcohol and chlorides to predict wine quality (stored Vinho Verde). a. Plot the residuals versus Y^i; b. Plot the residuals versus X1i. c. Plot the residuals versus X2i. d. In the residual plots created in (a)

> What prevented the widespread adoption of business analytics in the past?

> What is the difference between coverage error and nonresponse error?

> What is the difference between a missing value and an outlier?

> What is the difference between a categorical variable and a numerical variable?