Chapter 2: 139 SE (page 142)
Construct a relative frequency histogram for the data summarized in the accompanying table.
Short Answer
The graph is given below:
Chapter 2: 139 SE (page 142)
Construct a relative frequency histogram for the data summarized in the accompanying table.
The graph is given below:
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Get started for freeQuestion: Hotels’ use of ecolabels.Refer to the Journal of Vacation Marketing(January 2016) study of travelers’ familiaritywith ecolabels used by hotels, Exercise 2.42 (p. 94). Recallthat a sample of 392 adult travelers were shown a list of6 different ecolabels, and asked, “How familiar are youwith this ecolabel, on a scale of 1 (not familiar at all) to5 (very familiar).” The mean and standard deviation ofthe responses for each ecolabel are provided in the table.Which of the ecolabels had the most variation in numericalresponses? Explain.
Ecolabel | Mean | Std. Dev. |
Energy Star | 4.44 | 0.82 |
TripAdvisor | 3.57 | 1.38 |
Green Leaders Audubon | 2.41 | 1.44 |
International U.S Green | 2.28 | 1.39 |
Building Council Green Business | 2.25 | 1.39 |
Green Key | 2.01 | 1.30 |
Network server downtime.A manufacturer of network computer server systems is interested in improving its customer support services. As a first step, its marketing department has been charged with the responsibility of summarizing the extent of customer problems in terms of system downtime. The 40 most recent customers were surveyed to determine the amount of downtime (in hours) they had experienced during the previous month. These data are listed in the table.
Customer Number | Downtime | Customer Number | Downtime |
230 | 12 | 250 | 4 |
231 | 16 | 251 | 10 |
232 | 5 | 252 | 15 |
233 | 16 | 253 | 7 |
234 | 21 | 254 | 20 |
235 | 29 | 255 | 9 |
236 | 38 | 256 | 22 |
237 | 14 | 257 | 18 |
238 | 47 | 258 | 28 |
239 | 0 | 259 | 19 |
240 | 24 | 260 | 34 |
241 | 15 | 261 | 26 |
242 | 13 | 262 | 17 |
243 | 8 | 263 | 11 |
244 | 2 | 264 | 64 |
245 | 11 | 265 | 19 |
246 | 22 | 266 | 18 |
247 | 17 | 267 | 24 |
248 | 31 | 268 | 49 |
249 | 10 | 269 | 50 |
a.Construct a box plot for these data. Use the information reflected in the box plot to describe the frequency distribution of the data set. Your description should address central tendency, variation, and skewness.
b.Use your box plot to determine which customers are having unusually lengthy downtimes.
c.Find and interpret the z-scores associated with the customers you identified in part b.
U.S. business bankruptcies.The American Bankruptcy Institute and the National Bankruptcy Research Center monitor the number of business bankruptcy filings each quarter. The table below lists the number of business bankruptcy filings for each quarter of a recent 2-year period. FILING
a.Explain why the data in the table represent time series data.
b.Construct a time series plot for the quarterly number of bankruptcy filings.
c.Do you detect a trend in the time series plot? Explain.
Year | Quarter | Number of Bankruptcies |
2011 | 1 2 3 4 | 12,376 12,304 11,705 11,149 |
2012 | 1 2 3 4 | 10,998 10,374 9,248 9,231 |
Time in bankruptcy.Refer to the Financial Management(Spring 1995) study of 49 firms filing for prepackagedbankruptcies, Exercise 2.32 (p. 86). Recall that three typesof “prepack” firms exist: (1) those who hold no prefilingvote, (2) those who vote their preference for a joint solution;and (3) those who vote their preference for a prepack.
a.Construct a box plot for the time in bankruptcy (months) for each type of firm.
b.Find the median bankruptcy times for the three types.
c.How do the variabilities of the bankruptcy times compare for the three types?
d.The standard deviations of the bankruptcy times are 2.47 for “none,” 1.72 for “joint,” and 0.96 for “prepack.” Do the standard deviations agree with the interquartile ranges concerning the comparison of the variabilities of the bankruptcy times?
e.Is there evidence of outliers in any of the three distributions?
Do social robots walk or roll? A social (or service) robot is designed to entertain, educate, and care for human users. In a paper published by the International Conference on Social Robotics (Vol. 6414, 2010), design engineers investigated the trend in the design of social robots. Using a random sample of 106 social robots obtained through a Web search, the engineers found that 63 were built with legs only, 20 with wheels only, 8 with both legs and wheels, and 15 with neither legs nor wheels. This information is portrayed in the accompanying graph.
a. What type of graph is used to describe the data?
b. Identify the variable measured for each of the 106 robot designs.
c. Use the graph to identify the social robot design that is currently used the most.
d. Compute class relative frequencies for the different categories shown in the graph.
e. Use the results from part d to construct a Pareto diagram for the data.
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