Understandable Statistics: Concepts and Methods
12th Edition
ISBN: 9781337119917
Author: Charles Henry Brase, Corrinne Pellillo Brase
Publisher: Cengage Learning
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Chapter 5.1, Problem 5P
To determine
Check whether the standard deviations of two discrete distribution having the same
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Throughout, A, B, (An, n≥ 1), and (Bn, n≥ 1) are subsets of 2.
1. Show that
AAB (ANB) U (BA) = (AUB) (AB),
Α' Δ Β = Α Δ Β,
{A₁ U A2} A {B₁ U B2) C (A1 A B₁}U{A2 A B2).
16. Show that, if X and Y are independent random variables, such that E|X|< ∞,
and B is an arbitrary Borel set, then
EXI{Y B} = EX P(YE B).
Proposition 1.1 Suppose that X1, X2,... are random variables. The following
quantities are random variables:
(a) max{X1, X2) and min(X1, X2);
(b) sup, Xn and inf, Xn;
(c) lim sup∞ X
and lim inf∞ Xn-
(d) If Xn(w) converges for (almost) every w as n→ ∞, then lim-
random variable.
→ Xn is a
Chapter 5 Solutions
Understandable Statistics: Concepts and Methods
Ch. 5.1 - Statistical Literacy Which of the following are...Ch. 5.1 - Statistical Literacy Which of the following are...Ch. 5.1 - Statistical Literacy Consider each distribution....Ch. 5.1 - Prob. 4PCh. 5.1 - Prob. 5PCh. 5.1 - Statistical Literacy Consider the probability...Ch. 5.1 - Basic Computation: Expected Value and Standard...Ch. 5.1 - Basic Computation: Expected Value For a...Ch. 5.1 - Critical Thinking: Simulation We can use the...Ch. 5.1 - Marketing: Age What is the age distribution of...
Ch. 5.1 - Marketing: Income What is the income distribution...Ch. 5.1 - History: Florence Nightingale What was the age...Ch. 5.1 - Fishing: Trout The following data are based on...Ch. 5.1 - Criminal Justice: Parole USA Today reported that...Ch. 5.1 - Prob. 15PCh. 5.1 - Prob. 16PCh. 5.1 - Expected Value: Life Insurance Jim is a...Ch. 5.1 - Expected Value: Life Insurance Sara is a...Ch. 5.1 - Prob. 19PCh. 5.1 - Prob. 20PCh. 5.1 - Combination of Random Variables: Insurance Risk...Ch. 5.2 - Statistical Literacy What does the random variable...Ch. 5.2 - Prob. 2PCh. 5.2 - Statistical Literacy For a binomial experiment,...Ch. 5.2 - Prob. 4PCh. 5.2 - Interpretation Suppose you are a hospital manager...Ch. 5.2 - Prob. 6PCh. 5.2 - Prob. 7PCh. 5.2 - Prob. 8PCh. 5.2 - Critical Thinking According to the college...Ch. 5.2 - Prob. 10PCh. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - Prob. 17PCh. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - Prob. 22PCh. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - Prob. 26PCh. 5.2 - Binomial Distribution Table: Symmetry Study the...Ch. 5.2 - Prob. 28PCh. 5.2 - Prob. 29PCh. 5.2 - In each of the following problems, the binomial...Ch. 5.2 - Prob. 31PCh. 5.2 - Prob. 32PCh. 5.3 - Statistical Literacy What does the expected value...Ch. 5.3 - Statistical Literacy Consider two binomial...Ch. 5.3 - Basic Computation: Expected Value and Standard...Ch. 5.3 - Basic Computation: Expected Value and Standard...Ch. 5.3 - Critical Thinking Consider a binomial distribution...Ch. 5.3 - Prob. 6PCh. 5.3 - Prob. 7PCh. 5.3 - Prob. 8PCh. 5.3 - Critical Thinking Consider a binomial distribution...Ch. 5.3 - Prob. 10PCh. 5.3 - Sports: Surfing In Hawaii, January is a favorite...Ch. 5.3 - Quality Control: Syringes The quality-control...Ch. 5.3 - Private Investigation: Locating People Old Friends...Ch. 5.3 - Ecology: Hawaiian Tsunamis A tidal wave or tsunami...Ch. 5.3 - Education: Illiteracy USA Today reported that...Ch. 5.3 - Rude Drivers: Tailgating Do you tailgate the car...Ch. 5.3 - Hype: Improved Products The Wall Street Journal...Ch. 5.3 - Prob. 18PCh. 5.3 - Prob. 19PCh. 5.3 - Defense: Radar Stations The probability that a...Ch. 5.3 - Criminal Justice: Jury Duty Have you ever tried to...Ch. 5.3 - Public Safety: 911 Calls The Denver Post reported...Ch. 5.3 - Law Enforcement: Property Crime Does crime pay?...Ch. 5.3 - Prob. 24PCh. 5.3 - Prob. 25PCh. 5.3 - Prob. 26PCh. 5.3 - Prob. 27PCh. 5.3 - Critical Thinking Let r be a binomial random...Ch. 5.4 - Statistical Literacy For a binomial experiment,...Ch. 5.4 - Statistical Literacy When using the Poisson...Ch. 5.4 - Critical Thinking Suppose we have a binomial...Ch. 5.4 - Critical Thinking Suppose we have a binomial...Ch. 5.4 - Prob. 5PCh. 5.4 - Prob. 6PCh. 5.4 - Prob. 7PCh. 5.4 - Prob. 8PCh. 5.4 - College: Core Requirement Susan is taking Western...Ch. 5.4 - Law: Bar Exam Bob is a recent law school graduate...Ch. 5.4 - Sociology: Hawaiians On the leeward side of the...Ch. 5.4 - Prob. 12PCh. 5.4 - Prob. 13PCh. 5.4 - Archaeology: Artifacts At Burnt Mesa Pueblo, in...Ch. 5.4 - Ecology: River Otters In his doctoral thesis, L....Ch. 5.4 - Law Enforcement: Shoplifting The Denver Post...Ch. 5.4 - Prob. 17PCh. 5.4 - Engineering: Cracks Henry Petroski is a professor...Ch. 5.4 - Prob. 19PCh. 5.4 - Earthquakes: San Andreas Fault USA Today reported...Ch. 5.4 - Prob. 21PCh. 5.4 - Prob. 22PCh. 5.4 - Prob. 23PCh. 5.4 - Prob. 24PCh. 5.4 - Prob. 25PCh. 5.4 - Prob. 26PCh. 5.4 - Prob. 27PCh. 5.4 - Prob. 28PCh. 5.4 - Prob. 29PCh. 5.4 - Prob. 30PCh. 5.4 - Prob. 31PCh. 5.4 - Prob. 32PCh. 5.4 - Prob. 33PCh. 5 - Prob. 1CRPCh. 5 - Prob. 2CRPCh. 5 - Prob. 3CRPCh. 5 - Prob. 4CRPCh. 5 - Prob. 5CRPCh. 5 - Prob. 6CRPCh. 5 - Prob. 7CRPCh. 5 - Prob. 8CRPCh. 5 - Prob. 9CRPCh. 5 - Airlines: On-Time Arrivals Consumer Reports rated...Ch. 5 - Prob. 11CRPCh. 5 - Prob. 12CRPCh. 5 - Prob. 13CRPCh. 5 - Prob. 14CRPCh. 5 - Prob. 15CRPCh. 5 - Prob. 16CRPCh. 5 - Prob. 17CRPCh. 5 - Prob. 18CRPCh. 5 - Prob. 19CRPCh. 5 - Prob. 20CRPCh. 5 - Prob. 2DHCh. 5 - Prob. 2LCCh. 5 - Prob. 4LCCh. 5 - Prob. 1UTCh. 5 - Prob. 2UTCh. 5 - Prob. 3UTCh. 5 - Prob. 4UTCh. 5 - Prob. 5UTCh. 5 - Prob. 6UTCh. 5 - Binomial Distributions Although tables of binomial...
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- Exercise 4.2 Prove that, if A and B are independent, then so are A and B, Ac and B, and A and B.arrow_forward8. Show that, if {Xn, n ≥ 1) are independent random variables, then sup X A) < ∞ for some A.arrow_forward8- 6. Show that, for any random variable, X, and a > 0, 8 心 P(xarrow_forward15. This problem extends Problem 20.6. Let X, Y be random variables with finite mean. Show that 00 (P(X ≤ x ≤ Y) - P(X ≤ x ≤ X))dx = E Y — E X.arrow_forward(b) Define a simple random variable. Provide an example.arrow_forward17. (a) Define the distribution of a random variable X. (b) Define the distribution function of a random variable X. (c) State the properties of a distribution function. (d) Explain the difference between the distribution and the distribution function of X.arrow_forward16. (a) Show that IA(w) is a random variable if and only if A E Farrow_forward15. Let 2 {1, 2,..., 6} and Fo({1, 2, 3, 4), (3, 4, 5, 6}). (a) Is the function X (w) = 21(3, 4) (w)+711.2,5,6) (w) a random variable? Explain. (b) Provide a function from 2 to R that is not a random variable with respect to (N, F). (c) Write the distribution of X. (d) Write and plot the distribution function of X.arrow_forward20. Define the o-field R2. Explain its relation to the o-field R.arrow_forward7. Show that An → A as n→∞ I{An} - → I{A} as n→ ∞.arrow_forward7. (a) Show that if A,, is an increasing sequence of measurable sets with limit A = Un An, then P(A) is an increasing sequence converging to P(A). (b) Repeat the same for a decreasing sequence. (c) Show that the following inequalities hold: P (lim inf An) lim inf P(A) ≤ lim sup P(A) ≤ P(lim sup A). (d) Using the above inequalities, show that if A, A, then P(A) + P(A).arrow_forward19. (a) Define the joint distribution and joint distribution function of a bivariate ran- dom variable. (b) Define its marginal distributions and marginal distribution functions. (c) Explain how to compute the marginal distribution functions from the joint distribution function.arrow_forwardarrow_back_iosSEE MORE QUESTIONSarrow_forward_ios
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