An Air Force introductory course in electronics uses a personalized system of instruction whereby each student views a videotaped lecture and then is given a programmed instruction text. The students work independently with the text until they have completed the training and passed a test. Of concern is the varying pace at which the students complete this portion of their training program. Some students are able to cover the programmed instruction text relatively quickly, whereas other students work much longer with the text and require additional time to complete the course. The fast students wait until the slow students complete the introductory course before the entire group proceeds together with other aspects of their training. A proposed alternative system involves use of computer-assisted instruction. In this method, all students view the same videotaped lecture and then each is assigned to a computer terminal for further instruction. The computer guides the student, working independently, through the self-training portion of the course. To compare the proposed and current methods of instruction, an entering class of 122 students was assigned randomly to one of the two methods. One group of 61 students used the current programmed-text method and the other group of 61 students used the proposed computer-assisted method. The time in hours was recorded for each student in the study. The following data are provided in the file named Training.
Managerial Report:
1. Use appropriate descriptive statistics to summarize the training time data for each method. What similarities or differences do you observe from the sample data?
2. Conduct a hypothesis test on the difference between the population means for the two methods. Discuss your findings.
3. Compute the standard deviation and variance for each training method. Conduct a hypothesis test about the equality of population variances for the two training methods. Discuss your findings.
4. What conclusion can you reach about any differences between the two methods? What is your recommendation? Explain.
5. Can you suggest other data or testing that might be desirable before making a final decision on the training program to be used in the future?
> What is capital budgeting? Why are capital budgeting decisions crucial to the long-run financial health of a business enterprise?
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> What are some problems that companies have encountered in using the balanced scorecard?
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> Identify the costs and benefits of a competitive incentive plan in which only one individual out of a group receives the bonus if he or she outperforms the others in the group.
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> During the fiscal year ended December 31, Swanson Corporation engaged in the following transactions involving notes payable. Instructions: a. Prepare journal entries (in general journal form) to record these transactions. Use a 360-day year in making t
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> The owners of Health Foods are offering the business for sale. The partial income statements of the business for the three years of its existence are summarized as follows. In negotiations with prospective buyers of the business, the owners of Health Fo
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> Speed World Cycles sells high-performance motorcycles and motocross racers. One of Speed World’s most popular models is the Kazomma 900 dirt bike. During the current year, Speed World Cycles purchased eight of these bikes at the followi
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> Give two examples of cash receipts and two examples of cash payments that fit into each of the following classifications: a. Operating activities. b. Investing activities. c. Financing activities.
> Manufacturing Engineering, Inc., is a leading provider of lean manufacturing solutions. Its website is at the following address: www.mfgeng.com. On its website, Manufacturing Engineering lists several categories of projects. With a team of students choos
> The Sagittarius Casino’s strategy for establishing a competitive advantage over its competitors is to periodically create unique and interesting new games for its customers to play. Sagittarius management feels it is time for the casino
> The Wall Street Journal reported on several studies that show massage therapy has a variety of health benefits and it is not too expensive. A sample of 10 typical one-hour massage therapy sessions showed an average charge of $59. The population standard
> Consider the following hypothesis test. The following results are for two independent samples taken from the two populations. a. What is the value of the test statistic? b. What is the p-value?
> A 95% confidence interval for a population mean was reported to be 152 to 160. If s 5 15, what sample size was used in this study?
> In this section we used a two-step procedure to select a simple random sample of 30 EAI employees. Use this procedure to select a simple random sample of 50 EAI employees.
> The U.S. Golf Association has instituted a ban on long and belly putters. This has caused a great deal of controversy among both amateur golfers and members of the Professional Golf Association (PGA). Shown below are the names of the top 10 finishers in
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> Assume a finite population has 10 elements. Number the elements from 1 to 10 and use the following 10 random numbers to select a sample of size 4.
> Methods 1. Consider a finite population with five elements labeled A, B, C, D, and E. Ten possible simple random samples of size 2 can be selected. a. List the 10 samples beginning with AB, AC, and so on. b. Using simple random sampling, what is the pr
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> The mean cost to repair the smoke and fire damage that result from home fires of all causes is $11,389 (HomeAdvisor). How does the damage that results from home fires caused by careless use of tobacco compare? The file Tobacco Fires provides the cost to
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> Jensen Tire & Auto is in the process of deciding whether to purchase a maintenance contract for its new computer wheel alignment and balancing machine. Managers feel that maintenance expense should be related to usage, and they collected the followin
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> Suppose N 5 15 and r 5 4. What is the probability of x 5 3 for n 5 10?
> Suppose a sample of 10001 erroneous Federal income tax returns from last year has been taken and is provided in the file FedTaxErrors. A positive value indicates the taxpayer underpaid and a negative value indicates that the taxpayer overpaid. Also supp
> The Pew Research Center Internet Project provides a variety of statistics on Internet users. For instance, in 2018, 11% (or 220) of the 2002 American adults surveyed were not Internet users. In 2000, 48% of the American adults in the survey did not use t
> The Wall Street Journal reported that 37% of all entrepreneurs who opened new U.S. businesses in the previous year were female. a. Suppose a random sample of 300 entrepreneurs who opened new U.S. businesses in the previous year will be taken to learn ab
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> Consider the Spontanversation sampling problem for which individuals who have downloaded Spontanversation use the app an average of 30 times per day with a standard deviation of 6. a. What is the probability that x is within 1.7 of the population mean i
> Martina Levitt, director of marketing for the messaging app Spontanversation, has been assigned the task of profiling users of this app. Assume that individuals who have downloaded Spontanversation use the app an average of 30 times per day with a standa
> The Wall Street Journal reported that 37% of all entrepreneurs who opened new U.S. businesses in the previous year were female. a. Suppose a random sample of 300 entrepreneurs who opened new U.S. businesses in the previous year will be taken to learn ab
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> The file Median Household contains the median household income for a family with two earners for each of the fifty states (American Community Survey, 2013). a. Construct a frequency and a percent frequency distribution of median household income. Begin
> The SAT is a standardized test used by many colleges and universities in admission decisions. More than 1.8 million high school students take the SAT each year. The 2019 version of the SAT is composed of two sections: evidence-based reading and writing,
> A Gallup Poll showed that 30% of Americans are satisfied with the way things are going in the United States (Gallup website). Suppose a sample of 20 Americans is selected as part of a study of the state of the nation. The Americans in the sample are aske
> 4K televisions (TVs) contain approximately four times as many pixels to display images as a 1080-display TV, and so they offer much higher picture resolution. Suppose that the following survey results show 4K TV ownership compared to ownership of 1080 TV
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> A study conducted by the Pew Research Center showed that 75% of 18- to 34-year-olds living with their parents say they contribute to household expenses (The Wall Street Journal). Suppose that a random sample of fifteen 18- to 34-year-olds living with the
> Jon Weidman, first shift foreman for Cut-Rate Machining, Inc., is attempting to decide on a vendor from whom to purchase a drilling machine. He narrows his alternatives to four vendors: The Hole-Maker, Inc. (HM); Shafts & Slips, Inc. (SS); Judge&acir
> What percentage of the population live in their state of birth? According to the U.S. Census Bureau’s American Community Survey, the figure ranges from 25% in Nevada to 78.7% in Louisiana. The average percentage across all states and th
> A population has a mean of 400 and a standard deviation of 100. A sample of size 100,000 will be taken, and the sample mean x will be used to estimate the population mean. a. What is the expected value of x? b. What is the standard deviation of x? c. Sho
> The U.S. Bureau of Labor Statistics reports that 10.2% of U.S. workers belonged to unions in 2018. Suppose a sample of 400 U.S. workers is collected in 2019 to determine whether union efforts to organize have increased union membership. a. Formulate the
> In exercise 24, an estimated regression equation was developed relating the percentage of games won by a team in the National Football League during a complete season to the average number of passing yards obtained per game on offense and the average num
> Refer to the data in exercise 2. The estimated regression equation for those data is
> The American Association of Individual Investors (AAII) conducts a weekly survey of its members to measure the percent who are bullish, bearish, and neutral on the stock market for the next six months. For the week ending March 27, 2019, the survey resul
> Scores turned in by an amateur golfer at the Bonita Fairways Golf Course in Bonita Springs, Florida, during 2018 and 2019 are as follows: a. Use the mean and standard deviation to evaluate the golfer’s performance over the two-year pe
> Refer to the data presented in exercise 2. The estimated regression equation for these data is
> Consumer Reports conducted extensive tests of GPS-based navigators and developed an overall rating based on factors such as ease of use, driver information, display, and battery life. The following data show the price and rating for a sample
> The following data are from a completely randomized design. In the following calculi a. Use analysis of variance to test for a significant difference among the means of the three treatments. b. Use Fisher’s LSD procedure to determine