Concept explainers
Authorizing computer users with palm prints. Access to computers, email, and Facebook accounts is achieved via a password—a collection of symbols (usually letters and numbers) selected by the user. One problem with passwords is that persistent hackers can create programs that enter millions of combinations of symbols into a target system until the correct password is found. An article in IEEE Pervasive Computing (October-December2007) investigated the effectiveness of using palm prints to Identify authorized users. For example, a system developed by Palmguard, Inc. tests the hypothesis
H0: The proposed user is authorized
Ha: The proposed user is unauthorized by checking characteristics of the proposed user’s palm print against those stored in the authorized users’ data bank.
- a. Define a Type I error and Type II error for this test. Which is the more serious error? Why?
- b. Palmguard reports that the Type I error rate for its system is less than 1%, whereas the Type II error rate is .00025%. Interpret these error rates.
- c. Another successful security system, the EyeDentifyer, “spots authorized computer users by reading the one-of-a-kind patterns formed by the network of minute blood vessels across the retina at the back of the eye.” The EyeDentifyer reports Type I and II error rates of .01% (1 in 10,000) and ,005% (5 in 100,000), respectively. Interpret these rates.
Want to see the full answer?
Check out a sample textbook solutionChapter 7 Solutions
Statistics for Business and Economics (13th Edition)
- You may need to use the appropriate technology to answer this question. Suppose an institution categorizes colleges and universities on the basis of their research and degree-granting activities. Universities that grant doctoral degrees are placed into one of three classifications: moderate research activity, higher research activity, or highest research activity. The classifications for public and not-for-profit private doctoral degree-granting universities are summarized in the following table. Type ofUniversity Classification ModerateResearchActivity HigherResearchActivity HighestResearchActivity Public 28 71 96 Private 48 26 49 Test the hypothesis that the population proportions of public universities are equal in each classification category. Use a 0.05 level of significance. Find the value of the test statistic. (Round your answer to two decimal places.) Find the p-value. (Round your answer to four decimal places.) p-value =arrow_forwardA marketing report concerning personal computers states that 650,000 owners will buy a printer for their machines next year and 1,250,000 will buy at least one software package. If the report states that 1,450,000 owners will buy either a printer or at least one software package, how many will buy both a printer and at least one software package?arrow_forwardThe aim of this prac is to practice data gathering. Assume that you have been employed to improve the user experience of an interactive product such as a smartphone app, a digital media player, a Blu-ray player, computer software, or some other type of technology (you choose anything you can easily observe with the people around you). This existing product may be redesigned, or a completely new product may be created. To do the assignment, find a group of people or a single individual prepared to be the user group. These could be your family, friends, peers, or people in a local community group. For this assignment: Identify the product here: [1] Clarify the basic goal of improving the product by considering what this means in your circumstances. Watch the group (or person) casually to get an understanding of any issues that might create challenges for this activity and any information to help refine the study goals. [3] Explain how you would use each of the three data gathering…arrow_forward
- A report in the college newsletter used the registrar's database for all the students in the school to look at majors and classes being taken this semester. The report includes the sentences: "One-fifth of the students at the school are taking a science class this semester." "A quarter of the students at the school are majoring in English." "Three hundred of the 6,000 students at the school are English majors taking science classes." For a follow-up story, a reporter plans to visit a science class and select a student at random in the class to interview. Is there enough information from the original story to find the probability that the selected student in the science class is an English major? If so, find the probability and show your reasoning. If not, what additional information from the original report would help to find the probability?arrow_forwardThe black‑capped chickadee (Poecile atricapilla) is a small songbird commonly found in the northern United States and Canada. Chickadees often live in cooperative flocks, using a complex language to communicate about food sources and predator threats. In an experiment, researchers recorded chickadee vocalizations in an aviary when presented with predators of various sizes. The table contains data representing the average number of D notes per chickadee warning call for each type of predator, along with the predator wingspan (in centimeters). The researchers also recorded chickadee calls in response to the introduction of a bobwhite, a harmless quail. The bobwhite has a wingspan of 48.1 cm and the chickadees responded with an average of 1.74 D notes per call. Use the software of your choice to find the new correlation when the data point for the bobwhite is included. (Enter your answer rounded to four decimal places.)arrow_forwardThe department of code enforcement of a country government issues permits to general contractors to work on residential projects. For each permit issued, the department inspects the result of the project and gives a "pass" or "fail" rating. A failed project must be re-inspected until it receives a pass rating. The department had been frustrated by the high cost of re-inspection rate and decided to publish the inspection records of all contractors on the web. It was hoped that public access to the records would lower the re-inspection rate. A year after the web access was made public, two samples of records were randomly selected. One sample was selected from the pool of records before web publication and one after. The proportion of projects that passed on the first inspected was noted for each sample. The results are summarized below. No Public Web Access n1 = 500, p1 = 0.67 Public Web Access ny = 100, p2 = 0.80 A test, at a 0.10 level of significance, is to be conducted as to whether…arrow_forward
- The department of code enforcement of a country government issues permits to general contractors to work on residential projects. For each permit issued, the department inspects the result of the project and gives a "pass" or "fail" rating. A failed project must be re-inspected until it receives a pass rating. The department had been frustrated by the high cost of re-inspection rate and decided to publish the inspection records of all contractors on the web. It was hoped that public access to the records would lower the re-inspection rate. A year after the web access was made public, two samples of records were randomly selected. One sample was selected from the pool of records before web publication and one after. The proportion of projects that passed on the first inspected was noted for each sample. The results are summarized below. No Public Web Access nį = 500, ĝ1 = 0.67 Public Web Access n2 = 100, p2 = 0.80 A test, at a 0.10 level of significance, is to be conducted as to whether…arrow_forwardWhen electricity became widely distributed during the early part of the 20th century, state governments regulated the electricity industry as a monopoly. One electric company had the rights to generate and distribute electricity for a city or a certain part of the state. In return, the government laid out a set of rules for what the electric company could and could not do. During the 1990s and early 21st century, many states deregulated electricity. As a result, numerous electric companies can now provide electricity for a particular area. One such company is Lights and Power. To attract customers, Lights and Power is advertising a special Cheapest Electricity in Town! To 1.000 kWh-$0.11 per kWh More than 1,000 to 1.500 kWh-$0.18 per kWh More than 1,500 kWh-$0.25 per kWh No hidden fees! We promise!arrow_forwardStudents at the University of Alabama use the following modes of transportation: bike, car, and bus. A survey of 780 students finds that the numbers of students who use each mode of transportation are as follows: 305, bike220, car380, bus110, bike and car135, car and bus170, bike and bus88, all three modes How many of the surveyed students use EXACTLY ONE of these modes of transportation?arrow_forward
- The American Medical Association Center for Health Policy Research included data, by state, on the number of community hospitals and the average patient stay (in days) in its publication State Health Care Data: Utilization, Spending, and Characteristics. The data (by state) are shown in the table. Using the number of hospitals per state listed in the table above, make a stem-and-leaf display for the number of community hospitals per state. (Enter NONE in any unused answer blanks.) Which states have an unusually high number of hospitals? (Select all that apply.) A. Montana B. California C. New York D.Texas E. Alaska F. North Carolinaarrow_forwardThe Campus Bookstore's inventory of books is as follows. Hardcover: textbooks, 5076; fiction, 1596; nonfiction, 2039; reference, 1864Paperback: fiction, 2653; nonfiction, 1491; reference, 2275; textbooks, 1958 The College Bookstore's inventory of books is as follows. Hardcover: textbooks, 6340; fiction, 2403; nonfiction, 1728; reference, 1532Paperback: fiction, 3020; nonfiction, 1523; reference, 2974; textbooks, 2270 (a) Represent Campus's inventory as a matrix A. A = Textbooks Fiction Nonfiction Reference Hardcover Paperback (b) Represent College's inventory as a matrix B. B = Textbooks Fiction Nonfiction Reference Hardcover Paperback (c) Suppose that the two companies decide to merge. Write a matrix C that represents the total inventory of the newly amalgamated company. C = Textbooks Fiction Nonfiction Reference Hardcover…arrow_forwardA freelance computer consultant keeps a database of her clients, which contains the names S = {Acme, Brothers, Crafts, Dion, Energy, Floyd, Globe, Hide}. The following clients owe her money: A = {Acme, Crafts, Energy, Globe}. The following clients have done at least $10,000 worth of business with her: B = {Acme, Brothers, Crafts, Dion}. The following clients have employed her in the last year: C = {Acme, Crafts, Dion, Energy, Globe, Hide}. A subset of clients is described that the consultant could find using her database. HINT [See Example 4.] the clients who owe her money or have done at least $10,000 worth of business with her Write the subset in terms of A, B, and C. OA'N B' Ο ΑΠΒ Овес OAUB OBUC List the clients in the subset. O(Acme, Brothers, Crafts, Dion, Energy, Globe, Hide} O(Acme, Brothers, Crafts, Dion, Energy, Globe} O {Acme, Crafts} O (Floyd, Hide} O (Acme, Crafts, Dion)arrow_forward
- Mathematics For Machine TechnologyAdvanced MathISBN:9781337798310Author:Peterson, John.Publisher:Cengage Learning,