ELEMENTARY STATISTICS W/MYMATHLAB<CUSTM
7th Edition
ISBN: 9781323839577
Author: Larson
Publisher: Pearson Custom Publishing
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Chapter 5.3, Problem 19E
To determine
To obtain: The indicated z-score.
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A random variable X takes values 0 and 1 with probabilities q and p, respectively, with q+p=1. find the moment generating function of X and show that all the moments about the origin equal p. (Note- Please include as much detailed solution/steps in the solution to understand, Thank you!)
1 (Expected Shortfall)
Suppose the price of an asset Pt follows a normal random walk, i.e., Pt =
Po+r₁ + ... + rt with r₁, r2,... being IID N(μ, o²).
Po+r1+.
⚫ Suppose the VaR of rt is VaRq(rt) at level q, find the VaR of the price
in T days, i.e., VaRq(Pt – Pt–T).
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• If ESq(rt) = A, find ES₁(Pt – Pt–T).
2 (Normal Distribution)
Let rt be a log return. Suppose that r₁, 2, ... are IID N(0.06, 0.47).
What is the distribution of rt (4) = rt + rt-1 + rt-2 + rt-3?
What is P(rt (4) < 2)?
What is the covariance between r2(2) = 1 + 12 and 13(2) = r² + 13?
• What is the conditional distribution of r₁(3) = rt + rt-1 + rt-2 given
rt-2 = 0.6?
Chapter 5 Solutions
ELEMENTARY STATISTICS W/MYMATHLAB<CUSTM
Ch. 5.1 - 1. Which normal curve has the greatest mean? 2....Ch. 5.1 - The scaled test scores for the New York State...Ch. 5.1 - A U.S. adult who is at least 20 years old is...Ch. 5.1 - Find the area under the standard normal curve to...Ch. 5.1 - Find the area under the standard normal curve to...Ch. 5.1 - Find the area under the standard normal curve...Ch. 5.1 - Find three real-life examples of a continuous...Ch. 5.1 - In a normal distribution, which is greater, the...Ch. 5.1 - What is the total area under the normal curve?Ch. 5.1 - What do the inflection points on a normal...
Ch. 5.1 - Draw two normal curves that have the same mean but...Ch. 5.1 - Draw two normal curves that have different means...Ch. 5.1 - What is the mean of the standard normal...Ch. 5.1 - Describe how you can transform a nonstandard...Ch. 5.1 - Getting at the Concept Why is it correct to say a...Ch. 5.1 - Getting at the Concept A z-score is 0. Which of...Ch. 5.1 - Graphical Analysis In Exercises 1116, determine...Ch. 5.1 - Graphical Analysis In Exercises 1116, determine...Ch. 5.1 - Graphical Analysis In Exercises 1116, determine...Ch. 5.1 - Graphical Analysis In Exercises 1116, determine...Ch. 5.1 - Graphical Analysis In Exercises 1116, determine...Ch. 5.1 - Graphical Analysis In Exercises 1116, determine...Ch. 5.1 - Finding Area In Exercises 1722, find the area of...Ch. 5.1 - Finding Area In Exercises 1722, find the area of...Ch. 5.1 - Finding Area In Exercises 1722, find the area of...Ch. 5.1 - Finding Area In Exercises 1722, find the area of...Ch. 5.1 - Finding Area In Exercises 1722, find the area of...Ch. 5.1 - Finding Area In Exercises 1722, find the area of...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Finding Area In Exercises 2336, find the indicated...Ch. 5.1 - Manufacturer Claims You work for a consumer...Ch. 5.1 - Milk Consumption You are performing a study about...Ch. 5.1 - Computing and Interpreting z-Scores In Exercises...Ch. 5.1 - Computing and Interpreting z-Scores In Exercises...Ch. 5.1 - Finding Probability In Exercises 4146, find the...Ch. 5.1 - Finding Probability In Exercises 4146, find the...Ch. 5.1 - Finding Probability In Exercises 4146, find the...Ch. 5.1 - Finding Probability In Exercises 4146, find the...Ch. 5.1 - Finding Probability In Exercises 4146, find the...Ch. 5.1 - Finding Probability In Exercises 4146, find the...Ch. 5.1 - Finding Probability In Exercises 4756, find the...Ch. 5.1 - Finding Probability In Exercises 4756, find the...Ch. 5.1 - Finding Probability In Exercises 4756, find the...Ch. 5.1 - Finding Probability In Exercises 4756, find the...Ch. 5.1 - Finding Probability In Exercises 4756, find the...Ch. 5.1 - Finding Probability In Exercises 4756, find the...Ch. 5.1 - Finding Probability In Exercises 4756, find the...Ch. 5.1 - Finding Probability In Exercises 4756, find the...Ch. 5.1 - Finding Probability In Exercises 4756, find the...Ch. 5.1 - Finding Probability In Exercises 4756, find the...Ch. 5.1 - Writing Draw a normal curve with a mean of 60 and...Ch. 5.1 - Writing Draw a normal curve with a mean of 450 and...Ch. 5.1 - Prob. 59ECh. 5.1 - Uniform Distribution A uniform distribution is a...Ch. 5.2 - The average speed of vehicles traveling on a...Ch. 5.2 - What is the probability that the shopper in...Ch. 5.2 - Find the cumulative area that corresponds to a...Ch. 5.2 - Computing Probabilities for Normal Distributions...Ch. 5.2 - Computing Probabilities for Normal Distributions...Ch. 5.2 - Computing Probabilities for Normal Distributions...Ch. 5.2 - Computing Probabilities for Normal Distributions...Ch. 5.2 - Computing Probabilities for Normal Distributions...Ch. 5.2 - Computing Probabilities for Normal Distributions...Ch. 5.2 - Finding Probabilities for Normal Distributions In...Ch. 5.2 - Finding Probabilities for Normal Distributions In...Ch. 5.2 - Finding Probabilities for Normal Distributions In...Ch. 5.2 - Finding Probabilities for Normal Distributions In...Ch. 5.2 - Finding Probabilities for Normal Distributions In...Ch. 5.2 - Finding Probabilities for Normal Distributions In...Ch. 5.2 - Graphical Analysis In Exercises 1316, a member is...Ch. 5.2 - Graphical Analysis In Exercises 1316, a member is...Ch. 5.2 - Graphical Analysis In Exercises 1316, a member is...Ch. 5.2 - Graphical Analysis In Exercises 1316, a member is...Ch. 5.2 - Using Normal Distributions In Exercises 1720,...Ch. 5.2 - Using Normal Distributions In Exercises 1720,...Ch. 5.2 - Using Normal Distributions In Exercises 1720,...Ch. 5.2 - Using Normal Distributions In Exercises 1720,...Ch. 5.2 - In Exercises 2124, a control chart is shown. Each...Ch. 5.2 - In Exercises 2124, a control chart is shown. Each...Ch. 5.2 - In Exercises 2124, a control chart is shown. Each...Ch. 5.2 - In Exercises 2124, a control chart is shown. Each...Ch. 5.3 - 1. Find the z-score that has 96.16% of the...Ch. 5.3 - Find the z-score that corresponds to each...Ch. 5.3 - A veterinarian records the weights of dogs treated...Ch. 5.3 - A researcher tests the braking distances of...Ch. 5.3 - The lengths of time employees have worked at a...Ch. 5.3 - Finding a z-Score In Exercises 116, use the...Ch. 5.3 - Finding a z-Score In Exercises 116, use the...Ch. 5.3 - Prob. 3ECh. 5.3 - Finding a z-Score In Exercises 116, use the...Ch. 5.3 - Prob. 5ECh. 5.3 - Prob. 6ECh. 5.3 - Prob. 7ECh. 5.3 - Finding a z-Score In Exercises 116, use the...Ch. 5.3 - Prob. 9ECh. 5.3 - Finding a z-Score In Exercises 116, use the...Ch. 5.3 - Finding a z-Score In Exercises 116, use the...Ch. 5.3 - Finding a z-Score In Exercises 116, use the...Ch. 5.3 - Prob. 13ECh. 5.3 - Prob. 14ECh. 5.3 - Prob. 15ECh. 5.3 - Prob. 16ECh. 5.3 - Graphical Analysis In Exercises 1722, find the...Ch. 5.3 - Graphical Analysis In Exercises 1722, find the...Ch. 5.3 - Prob. 19ECh. 5.3 - Graphical Analysis In Exercises 1722, find the...Ch. 5.3 - Graphical Analysis In Exercises 1722, find the...Ch. 5.3 - Graphical Analysis In Exercises 1722, find the...Ch. 5.3 - Finding a z-Score Given an Area In Exercises 2330,...Ch. 5.3 - Finding a z-Score Given an Area In Exercises 2330,...Ch. 5.3 - Finding a z-Score Given an Area In Exercises 2330,...Ch. 5.3 - Finding a z-Score Given an Area In Exercises 2330,...Ch. 5.3 - Finding a z-Score Given an Area In Exercises 2330,...Ch. 5.3 - Finding a z-Score Given an Area In Exercises 2330,...Ch. 5.3 - Find the positive z-score for which 80% of the...Ch. 5.3 - Find the positive z-score for which 12% of the...Ch. 5.3 - Finding Specified Data Values In Exercises 3138,...Ch. 5.3 - Finding Specified Data Values In Exercises 3138,...Ch. 5.3 - Finding Specified Data Values In Exercises 3138,...Ch. 5.3 - Finding Specified Data Values In Exercises 3138,...Ch. 5.3 - Undergraduate Grade Point Average The...Ch. 5.3 - GRE Scores The test scores for the analytical...Ch. 5.3 - Finding Specified Data Values In Exercises 3138,...Ch. 5.3 - Finding Specified Data Values In Exercises 3138,...Ch. 5.3 - Bags of Baby Carrots The weights of bags of baby...Ch. 5.3 - Writing a Guarantee You sell a brand of automobile...Ch. 5.3 - Vending Machine A vending machine dispenses coffee...Ch. 5.3 - History Grades In a large section of a history...Ch. 5.3 - CASE STUDY Birth Weights in America The National...Ch. 5.3 - CASE STUDY Birth Weights in America The National...Ch. 5.3 - CASE STUDY Birth Weights in America The National...Ch. 5.3 - CASE STUDY Birth Weights in America The National...Ch. 5.3 - Prob. 5CSCh. 5.4 - List all possible samples of size n = 3. with...Ch. 5.4 - Random samples of size 64 are drawn from the...Ch. 5.4 - The diameters of fully grown white oak trees are...Ch. 5.4 - You randomly select 100 drivers ages 16 to 19 from...Ch. 5.4 - The average sales price of a single-family house...Ch. 5.4 - A consumer price analyst claims that prices for...Ch. 5.4 - In Exercises 14, a population has a mean and a...Ch. 5.4 - In Exercises 14, a population has a mean and a...Ch. 5.4 - In Exercises 14, a population has a mean and a...Ch. 5.4 - In Exercises 14, a population has a mean and a...Ch. 5.4 - True or False? In Exercises 58, determine whether...Ch. 5.4 - True or False? In Exercises 58, determine whether...Ch. 5.4 - True or False? In Exercises 58, determine whether...Ch. 5.4 - True or False? In Exercises 58, determine whether...Ch. 5.4 - Graphical Analysis In Exercises 9 and 10, the...Ch. 5.4 - Graphical Analysis In Exercises 9 and 10, the...Ch. 5.4 - A Sampling Distribution of Sample Means In...Ch. 5.4 - A Sampling Distribution of Sample Means In...Ch. 5.4 - A Sampling Distribution of Sample Means In...Ch. 5.4 - A Sampling Distribution of Sample Means In...Ch. 5.4 - Finding Probabilities In Exercises 1518, the...Ch. 5.4 - Finding Probabilities In Exercises 1518, the...Ch. 5.4 - Finding Probabilities In Exercises 1518, the...Ch. 5.4 - Finding Probabilities In Exercises 1518, the...Ch. 5.4 - Interpreting the Central Limit Theorem In...Ch. 5.4 - Interpreting the Central Limit Theorem In...Ch. 5.4 - Interpreting the Central Limit Theorem In...Ch. 5.4 - Interpreting the Central Limit Theorem In...Ch. 5.4 - Interpreting the Central Limit Theorem In...Ch. 5.4 - Interpreting the Central Limit Theorem In...Ch. 5.4 - Interpreting the Central Limit Theorem In...Ch. 5.4 - Interpreting the Central Limit Theorem In...Ch. 5.4 - Repeat Exercise 19 for samples of size 40 and 60....Ch. 5.4 - Repeat Exercise 20 for samples of size 72 and 108....Ch. 5.4 - Finding Probabilities for Sampling Distributions...Ch. 5.4 - Finding Probabilities for Sampling Distributions...Ch. 5.4 - Finding Probabilities for Sampling Distributions...Ch. 5.4 - Finding Probabilities for Sampling Distributions...Ch. 5.4 - Which Is More Likely? Assume that the childhood...Ch. 5.4 - Which Is More Likely? Assume that the carbon...Ch. 5.4 - Paint Cans A machine is set to fill paint cans...Ch. 5.4 - Milk Containers A machine is set to fill milk...Ch. 5.4 - Finding Probabilities for Sampling Distributions...Ch. 5.4 - Finding Probabilities for Sampling Distributions...Ch. 5.4 - In Exercises 39 and 40, determine whether the...Ch. 5.4 - In Exercises 39 and 40, determine whether the...Ch. 5.4 - Sampling Distribution of Sample Proportions For a...Ch. 5.4 - Sampling Distribution of Sample Proportions For a...Ch. 5.4 - Run the simulation using n = 30 and N = 10 for a...Ch. 5.4 - Run the simulation using n = 50 and N = 10 for a...Ch. 5.5 - A binomial experiment is listed. Determine whether...Ch. 5.5 - Use a continuity correction to convert each...Ch. 5.5 - In a survey of adults in the United States, 29%...Ch. 5.5 - In Example 4, what is the probability that at most...Ch. 5.5 - The study in Example 5 found that 32.0% of all men...Ch. 5.5 - In Exercises 14, the sample size n,. probability...Ch. 5.5 - In Exercises 14, the sample size n,. probability...Ch. 5.5 - Prob. 3ECh. 5.5 - Prob. 4ECh. 5.5 - In Exercises 5-8, match the binomial probability...Ch. 5.5 - In Exercises 5-8, match the binomial probability...Ch. 5.5 - In Exercises 5-8, match the binomial probability...Ch. 5.5 - In Exercises 5-8, match the binomial probability...Ch. 5.5 - In Exercises 9-14, write the binomial probability...Ch. 5.5 - In Exercises 9-14, write the binomial probability...Ch. 5.5 - In Exercises 9-14, write the binomial probability...Ch. 5.5 - In Exercises 9-14, write the binomial probability...Ch. 5.5 - In Exercises 9-14, write the binomial probability...Ch. 5.5 - In Exercises 9-14, write the binomial probability...Ch. 5.5 - Graphical Analysis In Exercises 15 and 16, write...Ch. 5.5 - Graphical Analysis In Exercises 15 and 16, write...Ch. 5.5 - Approximating a Binomial Distribution In Exercises...Ch. 5.5 - Approximating a Binomial Distribution In Exercises...Ch. 5.5 - Approximating Binomial Probabilities In Exercises...Ch. 5.5 - Approximating Binomial Probabilities In Exercises...Ch. 5.5 - Approximating Binomial Probabilities In Exercises...Ch. 5.5 - Approximating Binomial Probabilities In Exercises...Ch. 5.5 - Approximating Binomial Probabilities In Exercises...Ch. 5.5 - Approximating Binomial Probabilities In Exercises...Ch. 5.5 - Approximating Binomial Probabilities In Exercises...Ch. 5.5 - Approximating Binomial Probabilities In Exercises...Ch. 5.5 - Minimum Wage About 3.3% of hourly paid U.S....Ch. 5.5 - Education A survey of U.S. adults found that 8%...Ch. 5.5 - Getting Physical The figure shows the results of a...Ch. 5.5 - Getting Physical The figure shows the results of a...Ch. 5.5 - Testing a Drug A drug manufacturer claims that a...Ch. 5.5 - Testing a Drug A drug manufacturer claims that a...Ch. 5 - Is It Unusual? A population is normally...Ch. 5 - Find the Error The mean age of students at a high...Ch. 5 - Give an example of a distribution that might be...Ch. 5 - In Exercises I and 2, use the normal curve to...Ch. 5 - In Exercises I and 2, use the normal curve to...Ch. 5 - In Exercises 3 and 4, use the normal curves shown...Ch. 5 - Prob. 5.1.4RECh. 5 - In Exercises 5 and 6, find the area of the...Ch. 5 - In Exercises 5 and 6, find the area of the...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - In Exercises 7-18, find the indicated area under...Ch. 5 - The scores for the reading portion of the ACT test...Ch. 5 - The scores for the reading portion of the ACT test...Ch. 5 - In Exercises 21-26, find the indicated probability...Ch. 5 - In Exercises 21-26, find the indicated probability...Ch. 5 - In Exercises 21-26, find the indicated probability...Ch. 5 - In Exercises 21-26, find the indicated probability...Ch. 5 - In Exercises 21-26, find the indicated probability...Ch. 5 - In Exercises 21-26, find the indicated probability...Ch. 5 - In Exercises 2732, the random variable x is...Ch. 5 - In Exercises 2732, the random variable x is...Ch. 5 - In Exercises 2732, the random variable x is...Ch. 5 - In Exercises 2732, the random variable x is...Ch. 5 - In Exercises 2732, the random variable x is...Ch. 5 - In Exercises 2732, the random variable x is...Ch. 5 - In Exercises 33 and 34, find the indicated...Ch. 5 - In Exercises 33 and 34, find the indicated...Ch. 5 - Determine whether any of the events in Exercise 33...Ch. 5 - Determine whether any of the events in Exercise 34...Ch. 5 - In Exercises 3742, use the Standard Normal Table...Ch. 5 - In Exercises 3742, use the Standard Normal Table...Ch. 5 - In Exercises 3742, use the Standard Normal Table...Ch. 5 - In Exercises 3742, use the Standard Normal Table...Ch. 5 - In Exercises 3742, use the Standard Normal Table...Ch. 5 - In Exercises 3742, use the Standard Normal Table...Ch. 5 - In Exercises 3742, use the Standard Normal Table...Ch. 5 - In Exercises 3742, use the Standard Normal Table...Ch. 5 - On a dry surface, the braking distances (in feet),...Ch. 5 - On a dry surface, the braking distances (in feet),...Ch. 5 - Prob. 5.3.47RECh. 5 - On a dry surface, the braking distances (in feet),...Ch. 5 - On a dry surface, the braking distances (in feet),...Ch. 5 - Prob. 5.3.50RECh. 5 - In Exercises 51 and 52, a population and sample...Ch. 5 - In Exercises 51 and 52, a population and sample...Ch. 5 - Prob. 5.4.53RECh. 5 - Prob. 5.4.54RECh. 5 - In Exercises 5560, find the indicated...Ch. 5 - In Exercises 5560, find the indicated...Ch. 5 - In Exercises 5560, find the indicated...Ch. 5 - In Exercises 5560, find the indicated...Ch. 5 - Prob. 5.4.59RECh. 5 - Prob. 5.4.60RECh. 5 - Prob. 5.5.61RECh. 5 - Prob. 5.5.62RECh. 5 - In Exercises 63-68, write the binomial probability...Ch. 5 - In Exercises 63-68, write the binomial probability...Ch. 5 - In Exercises 63-68, write the binomial probability...Ch. 5 - In Exercises 63-68, write the binomial probability...Ch. 5 - In Exercises 63-68, write the binomial probability...Ch. 5 - Prob. 5.5.68RECh. 5 - In Exercises 69 and 70, determine whether you can...Ch. 5 - In Exercises 69 and 70, determine whether you can...Ch. 5 - Find each probability using the standard normal...Ch. 5 - The random variable x is normally distributed with...Ch. 5 - In a standardized IQ test, scores are normally...Ch. 5 - In a standardized IQ test, scores are normally...Ch. 5 - In a standardized IQ test, scores are normally...Ch. 5 - In a standardized IQ test, scores are normally...Ch. 5 - In a standardized IQ test, scores are normally...Ch. 5 - In a standardized IQ test, scores are normally...Ch. 5 - In a standardized IQ test, scores are normally...Ch. 5 - Are you more likely to randomly select one person...Ch. 5 - In a survey of U.S. adults, 16% say they have had...Ch. 5 - In a survey of U.S. adults, 16% say they have had...Ch. 5 - Prob. 1CTCh. 5 - In Exercises 2-4, the random variable x is...Ch. 5 - In Exercises 2-4, the random variable x is...Ch. 5 - In Exercises 2-4, the random variable x is...Ch. 5 - In Exercises 5 and 6. determine whether you can...Ch. 5 - In Exercises 5 and 6. determine whether you can...Ch. 5 - The per capita disposable income for residents of...Ch. 5 - The per capita disposable income for residents of...Ch. 5 - The per capita disposable income for residents of...Ch. 5 - The per capita disposable income for residents of...Ch. 5 - EXERCISES 1. Sampling Individuals Assume the...Ch. 5 - Sampling Groups of Five Assume the machine shifts...Ch. 5 - Writing an Explanation Write a paragraph to your...Ch. 5 - A survey of adults in the United States found that...Ch. 5 - Prob. 2CRCh. 5 - In Exercises 2 and 3, find the (a) mean, (b)...Ch. 5 - Use the probability distribution in Exercise 3 to...Ch. 5 - From a pool of 16 candidates, 9 men and 7 women,...Ch. 5 - In Exercises 6-11, find the indicated area under...Ch. 5 - In Exercises 6-11, find the indicated area under...Ch. 5 - In Exercises 6-11, find the indicated area under...Ch. 5 - In Exercises 6-11, find the indicated area under...Ch. 5 - Prob. 10CRCh. 5 - In Exercises 6-11, find the indicated area under...Ch. 5 - Twenty-eight percent of U.S. adults think that...Ch. 5 - Prob. 13CRCh. 5 - Prob. 14CRCh. 5 - A survey of adults in the United States found that...Ch. 5 - The life spans of car batteries are normally...Ch. 5 - A florist has 12 different flowers from which...Ch. 5 - Seventy percent of U.S. adults anticipate major...
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