Statistics (13th Edition)
Statistics (13th Edition)
13th Edition
ISBN: 9780134080215
Author: James T. McClave, Terry T Sincich
Publisher: PEARSON
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Chapter 5.5, Problem 96ACA

a.

To determine

Find the approximate probability that more than half patients will wait for more than 30 minutes.

b.

To determine

Find the approximate probability that more than 85 will wait for more than 30 minutes.

c.

To determine

Find the approximate probability that more than 60, but fewer than 90, will wait more than 30 minutes.

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A classification study involving several classifiers was carried out. After training and the usual validation step, the following table shows results for classifiers tried. In below, classifiers are identified as M1, M2 and so on. Sensitivity Specificity M1 0.82 0.82 M2 0.92 0.72 M3 0.72 0.92 M4 0.46 0.47 M5 0.03 0.16 M6 0.13 0.02 M7 0.33 0.64 M8 0.72 0.24 M9 0.47 0.82 M10 0.06 0.84 The following list has statements about the classifiers. In the list, there is a single incorrect statement. Please identify the incorrect statement. Hint 1: recall that a classifier dominates another if both performance measures are better. Hint 2: to help you visualize and compare classifiers, you may want to plot the classifier data in a ROC graph (which will not be submitted). Select one: Qa. O b. Oc. d. By swapping zeroes and ones, M5 can be worsened M8 does not dominate M9 M1 dominates all of M4, M5 and M6 M1 is a good classifier ? e. By swapping zeroes and ones, the performance of M4 does not change…
Consider the following training data, shown below before centering. XY 1 0 1 1 1 1 1 1 00 1 1 1 0 0 1 1 1 0 1 1 This data set will be analysed after centering all columns (not scaling). In what follows, the centered data columns are referred to as X and Y. Using these centered columns, we have the following quantities: XTX = 24/11 = 2.1818; XTY = 13/11 = and YTY = 24/11 = 2.1818. Ridge regression Q1 For 2 = R AR = 1.1818 0.56, compute and write in the provided space the ridge estimate ẞ (0.56). Use decimal numbers, not fractions. Q2 Using the ridge estimate ẞ (0.56) you just computed, determine the percentage of shrinkage achieved with respect to the squared L2 norm. That is, compute the shrinkage using || (0.56)||||||with the OLS estimate. In the provided space, write the shrinkage as percentage between 0 and 100 with decimal values. Lasso AR Q3 The following are several expressions for the lasso estimate: (2) = 0.5833 * (1 - 0.84622); L L (a) = 0.5833 * (1 -0.78572); (A) = 0.5417 *…
Calculate the​ 95% confidence intervals for the proportion of children​ surviving, and the proportion of​ non-crew adult passengers surviving. We want to use the given data to make inferences about the general population of all large boat​ crashes, so the data set should be treated as a random sample for this purpose. Part 2 The​ 95% confidence interval for survival rate amongst​ non-crew adults runs from    enter your response here​% to    enter your response here​%. ​(Round to one decimal place as needed. Use ascending​ order.) Part 3 The​ 95% confidence interval for survival rate amongst children runs from    enter your response here​% to    enter your response here​%. ​(Round to one decimal place as needed. Use ascending​ order.) Part 4 Test the alternative hypothesis that the proportion of children surviving does not equal​ 35%, and​ next, test the alternative hypothesis that the proportion of​ non-crew adult passengers surviving does not equal​ 35%. Again, the data set should…

Chapter 5 Solutions

Statistics (13th Edition)

Ch. 5.2 - Prob. 9ACBCh. 5.2 - 4.175 Requests to a Web server. According to...Ch. 5.2 - 4.142 Detecting anthrax. Researchers at the...Ch. 5.2 - Prob. 12ACBCh. 5.2 - Prob. 13ACBCh. 5.2 - Social network densities. Social networks involve...Ch. 5.2 - Prob. 15ACICh. 5.2 - Prob. 16ACICh. 5.2 - 4.147 Soft-drink dispenser. The manager of a local...Ch. 5.2 - Time delays at a bus stop. A bus is scheduled to...Ch. 5.2 - Prob. 19ACACh. 5.2 - Reliability of a robotic device. The reliability...Ch. 5.3 - Describe the shape of a normal probability...Ch. 5.3 - If x has a normal distribution with mean μ and...Ch. 5.3 - What is the name given to a normal distribution...Ch. 5.3 - Find the area under the standard normal...Ch. 5.3 - Find each of the following probabilities for a...Ch. 5.3 - Find the following probabilities for the standard...Ch. 5.3 - 4.90 Give the z-score for a measurement from a...Ch. 5.3 - Find a value z0 of the standard normal random...Ch. 5.3 - 4.88 Find a value of the standard normal random...Ch. 5.3 - Suppose the random variable x is best described by...Ch. 5.3 - 4.93 Suppose x is a normally distributed random...Ch. 5.3 - Suppose x is a normally distributed random...Ch. 5.3 - Refer to Exercise 5.32. Find x0 such that 10% of...Ch. 5.3 - Suppose x is a normally distributed random...Ch. 5.3 - The random variable x has a normal distribution...Ch. 5.3 - The random variable x has a normal distribution...Ch. 5.3 - Applet Exercise 4.6 Open the applet Sample from a...Ch. 5.3 - Dental anxiety study. To gauge their fear of going...Ch. 5.3 - 4.99 Tomato as a taste modifier. Miraculin—a...Ch. 5.3 - Deep mixing of soil. Deep mixing is a ground...Ch. 5.3 - Prob. 40ACBCh. 5.3 - Shopping vehicle and judgment. Refer to the...Ch. 5.3 - Shell lengths of sea turtles. Refer to the Aquatic...Ch. 5.3 - Prob. 43ACBCh. 5.3 - 4.191 Optimal goal target in soccer. When...Ch. 5.3 - 4.106 Voltage sags and swells. Refer to the...Ch. 5.3 - Prob. 46ACICh. 5.3 - Prob. 47ACICh. 5.3 - 4.199 Rating employee performance. Almost all...Ch. 5.3 - 4.112 California’s electoral college votes. During...Ch. 5.3 - Alcohol, threats, and electric shocks. A group of...Ch. 5.3 - 4.116 Box plots and the standard normal...Ch. 5.3 - Load on frame structures. In the Journal of the...Ch. 5.3 - Executive coaching and meeting effectiveness. Poor...Ch. 5.4 - Why is it important to check whether the sample...Ch. 5.4 - Give four methods for determining whether the...Ch. 5.4 - 4.117 If a population data set is normally...Ch. 5.4 - What is a normal probability plot and how is it...Ch. 5.4 - Prob. 59LMCh. 5.4 - 4.118 Consider a sample data set with the...Ch. 5.4 - Examine the following sample data. Construct a...Ch. 5.4 - Examine the sample data in the next...Ch. 5.4 - Irrelevant speech effects. Refer to the analysis...Ch. 5.4 - Prob. 64ACBCh. 5.4 - Prob. 65ACBCh. 5.4 - 4.122 Shear strength of rock fractures....Ch. 5.4 - Estimating glacier elevations. Digital elevation...Ch. 5.4 - Prob. 68ACBCh. 5.4 - Prob. 69ACICh. 5.4 - Prob. 71ACICh. 5.4 - Prob. 72ACICh. 5.4 - 4.130 Permeability of sandstone during weathering....Ch. 5.4 - Prob. 74ACICh. 5.4 - Blond hair types in the Southwest Pacific. Refer...Ch. 5.4 - Prob. 76ACACh. 5.5 - For large n (say, n = 100), why is it advantageous...Ch. 5.5 - Prob. 78UPCh. 5.5 - Suppose x is a binomial random variable with p =...Ch. 5.5 - Assume that x is a binomial random variable with n...Ch. 5.5 - Prob. 81LMCh. 5.5 - Prob. 82LMCh. 5.5 - Assume that x is a binomial random variable with n...Ch. 5.5 - 4.103 Blood diamonds. According to Global Research...Ch. 5.5 - Prob. 85ACBCh. 5.5 - Where will you get your next pet? Refer to...Ch. 5.5 - Analysis of bottled water. Refer to the report on...Ch. 5.5 - LASIK surgery complications. According to studies,...Ch. 5.5 - Cesarean birth study. In Exercise 4.73 (p. 212),...Ch. 5.5 - Chemical signals of mice. Refer to the Cell (May...Ch. 5.5 - Prob. 91ACICh. 5.5 - Prob. 92ACICh. 5.5 - Prob. 93ACICh. 5.5 - Body fat in men. The percentage of fat in the...Ch. 5.5 - Prob. 95ACACh. 5.5 - Prob. 96ACACh. 5.6 - What are the characteristics of an exponential...Ch. 5.6 - The exponential distribution is often called the...Ch. 5.6 - Determine the value of e−a/θ for each of the...Ch. 5.6 - 4.135 Suppose x has an exponential distribution...Ch. 5.6 - 4.136 Suppose x has an exponential distribution...Ch. 5.6 - 4.138 The random variable x can be adequately...Ch. 5.6 - Prob. 103LMCh. 5.6 - Prob. 104ACBCh. 5.6 - Prob. 105ACBCh. 5.6 - 4.144 Critical-part failures in NASCAR vehicles....Ch. 5.6 - Prob. 107ACBCh. 5.6 - 4.140 Preventative maintenance tests. The optimal...Ch. 5.6 - Prob. 109ACICh. 5.6 - Prob. 110ACICh. 5.6 - Prob. 111ACICh. 5.6 - Prob. 112ACICh. 5.6 - Prob. 113ACACh. 5.6 - Prob. 114ACACh. 5 - Prob. 115UPCh. 5 - Prob. 116UPCh. 5 - 4.165 Find the following probabilities for the...Ch. 5 - Prob. 118LMCh. 5 - The random variable x has a normal distribution...Ch. 5 - The random variable x has a normal distribution...Ch. 5 - Prob. 121LMCh. 5 - Prob. 122LMCh. 5 - Prob. 123LMCh. 5 - Prob. 124ACBCh. 5 - Prob. 125ACBCh. 5 - Prob. 126ACBCh. 5 - Prob. 127ACBCh. 5 - Prob. 128ACBCh. 5 - Prob. 129ACBCh. 5 - Prob. 130ACBCh. 5 - Prob. 131ACBCh. 5 - Where will you get your next pet? Refer to...Ch. 5 - Prob. 133ACBCh. 5 - Prob. 134ACBCh. 5 - Prob. 135ACBCh. 5 - Prob. 136ACICh. 5 - Visually impaired students. The Journal of Visual...Ch. 5 - Prob. 138ACICh. 5 - Prob. 139ACICh. 5 - Prob. 140ACICh. 5 - Galaxy velocity study. Recall The Astronomical...Ch. 5 - Prob. 142ACICh. 5 - Prob. 143ACICh. 5 - Prob. 144ACICh. 5 - 4.126 Wear-out of used display panels. Wear-out...Ch. 5 - Prob. 146ACICh. 5 - Forest development following wildfires. Ecological...Ch. 5 - Prob. 148ACICh. 5 - Prob. 149ACICh. 5 - Prob. 150ACICh. 5 - Prob. 151ACICh. 5 - 4.152 Reliability of CO-ROMs. In Reliability Ques...Ch. 5 - Prob. 153ACACh. 5 - Prob. 154ACACh. 5 - Prob. 155ACACh. 5 - Prob. 156CTCCh. 5 - Prob. 157CTC
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