Basic Technical Mathematics
11th Edition
ISBN: 9780134437705
Author: Washington
Publisher: PEARSON
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Chapter 22.2, Problem 10E
To determine
The mean of the numbers of the set B.
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7. (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).
19. (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.
18. Define a bivariate random variable. Provide an
example.
Chapter 22 Solutions
Basic Technical Mathematics
Ch. 22.1 - In Example 3, change the class limits to 1.0, 2.0,...Ch. 22.1 - Prob. 2ECh. 22.1 - In Exercises 3-6, indicate whether the variable is...Ch. 22.1 - In Exercises 3-6, indicate whether the variable is...Ch. 22.1 - In Exercises 3-6, indicate whether the variable is...Ch. 22.1 - In Exercises 3-6, indicate whether the variable is...Ch. 22.1 - In Exercises 7-10, use the following data. In a...Ch. 22.1 - In Exercises 7-10, use the following data. In a...Ch. 22.1 - In Exercises 7–10, use the following data. In a...Ch. 22.1 - In Exercises 7–10, use the following data. In a...
Ch. 22.1 - In Exercises 11–14, use the following data. In a...Ch. 22.1 - In Exercises 11–14, use the following data. In a...Ch. 22.1 - In Exercises 11–14, use the following data. In a...Ch. 22.1 - In Exercises 11–14, use the following data. In a...Ch. 22.1 - In Exercises 15–18, use the following data. In...Ch. 22.1 - In Exercises 15–18, use the following data. In...Ch. 22.1 - In Exercises 15-18, use the following data. In...Ch. 22.1 - In Exercises 15-18, use the following data. In...Ch. 22.1 - In Exercises 19-24, use the following data. In a...Ch. 22.1 - In Exercises 19-24, use the following data. In a...Ch. 22.1 - In Exercises 19-24, use the following data. In a...Ch. 22.1 - In Exercises 19-24, use the following data. In a...Ch. 22.1 - In Exercises 19-24, use the following data. In a...Ch. 22.1 - In Exercises 19-24, use the following data. In a...Ch. 22.1 - In Exercises 25 and 26, use the following data....Ch. 22.1 - In Exercises 25 and 26, use the following data....Ch. 22.1 - In Exercises 27 and 28, use the following data....Ch. 22.1 - In Exercises 27 and 28, use the following data....Ch. 22.1 - The data in the table show the global mean...Ch. 22.1 - The data in the following table show the...Ch. 22.2 - For the following numbers, find the indicated...Ch. 22.2 - For the following numbers, find the indicated...Ch. 22.2 - For the following numbers, find the indicated...Ch. 22.2 - Prob. 1ECh. 22.2 - Prob. 2ECh. 22.2 - Prob. 3ECh. 22.2 - In Exercises 1–4, delete the 5 from the data...Ch. 22.2 - In Exercises 5–16, use the following sets of...Ch. 22.2 - In Exercises 5–16, use the following sets of...Ch. 22.2 - In Exercises 5–16, use the following sets of...Ch. 22.2 - In Exercises 5–16, use the following sets of...Ch. 22.2 - In Exercises 5–16, use the following sets of...Ch. 22.2 - In Exercises 5–16, use the following sets of...Ch. 22.2 - Prob. 11ECh. 22.2 - Prob. 12ECh. 22.2 - Prob. 13ECh. 22.2 - Prob. 14ECh. 22.2 - Prob. 15ECh. 22.2 - Prob. 16ECh. 22.2 - In Exercises 17-34, the required data are those in...Ch. 22.2 - In Exercises 17-34, the required data are those in...Ch. 22.2 - In Exercises 17–34, the required data are those in...Ch. 22.2 - In Exercises 17–34, the required data are those in...Ch. 22.2 - Prob. 21ECh. 22.2 - Prob. 22ECh. 22.2 - Prob. 23ECh. 22.2 - Prob. 24ECh. 22.2 - Prob. 25ECh. 22.2 - Prob. 26ECh. 22.2 - In Exercises 17–34, the required data are those in...Ch. 22.2 - Prob. 28ECh. 22.2 - In Exercises 29–42, find the indicated measure of...Ch. 22.2 - In Exercises 29–42, find the indicated measure of...Ch. 22.2 - In Exercises 29–42, find the indicated measure of...Ch. 22.2 - In Exercises 29–42, find the indicated measure of...Ch. 22.2 - In Exercises 29–42, find the indicated measure of...Ch. 22.2 - In Exercises 29–42, find the indicated measure of...Ch. 22.2 - In Exercises 29–42, find the indicated measure of...Ch. 22.2 - In Exercises 29–42, find the indicated measure of...Ch. 22.2 - In Exercises 29–42, find the indicated measure of...Ch. 22.2 - In Exercises 29–42, find the indicated measure of...Ch. 22.2 - Add $100 to each of the salaries in Exercise 29....Ch. 22.2 - Multiply each of the salaries in Exercise 29 by 2....Ch. 22.2 - Change the final salary in Exercise 29 to $4000,...Ch. 22.2 - Find the median and mode of the salaries indicated...Ch. 22.3 - Find the standard deviation of the first eight...Ch. 22.3 - Prob. 1ECh. 22.3 - Prob. 2ECh. 22.3 - Prob. 3ECh. 22.3 - Prob. 4ECh. 22.3 - Prob. 5ECh. 22.3 - Prob. 6ECh. 22.3 - Prob. 7ECh. 22.3 - In Exercises 3–14, use the following sets of...Ch. 22.3 - Prob. 9ECh. 22.3 - Prob. 10ECh. 22.3 - Prob. 11ECh. 22.3 - Prob. 12ECh. 22.3 - Prob. 13ECh. 22.3 - Prob. 14ECh. 22.3 - Prob. 15ECh. 22.3 - Prob. 16ECh. 22.3 - Prob. 17ECh. 22.3 - Prob. 18ECh. 22.3 - Prob. 19ECh. 22.3 - Prob. 20ECh. 22.3 - Prob. 21ECh. 22.3 - Prob. 22ECh. 22.4 - Prob. 1PECh. 22.4 - Prob. 2PECh. 22.4 - Prob. 1ECh. 22.4 - In Exercises 1–4, make the given changes in the...Ch. 22.4 - Prob. 3ECh. 22.4 - Prob. 4ECh. 22.4 - Prob. 5ECh. 22.4 - Prob. 6ECh. 22.4 - Prob. 7ECh. 22.4 - In Exercises 5–8, use the following information....Ch. 22.4 -
In Exercises 9–12, use the following information....Ch. 22.4 -
In Exercises 9–12, use the following information....Ch. 22.4 -
In Exercises 9–12, use the following information....Ch. 22.4 -
In Exercises 9–12, use the following information....Ch. 22.4 -
In Exercises 13–16, use the following data. It...Ch. 22.4 -
In Exercises 13–16, use the following data. It...Ch. 22.4 -
In Exercises 13–16, use the following data. It...Ch. 22.4 -
In Exercises 13–16, use the following data. It...Ch. 22.4 -
In Exercises 17–24, use the following data. The...Ch. 22.4 - Prob. 18ECh. 22.4 - Prob. 19ECh. 22.4 - Prob. 20ECh. 22.4 -
In Exercises 17–24, use the following data. The...Ch. 22.4 - Prob. 22ECh. 22.4 - Prob. 23ECh. 22.4 - Prob. 24ECh. 22.4 -
In Exercises 25–30, solve the given problems,
25....Ch. 22.4 - Prob. 26ECh. 22.4 - Prob. 27ECh. 22.4 - Prob. 28ECh. 22.4 - Prob. 29ECh. 22.4 - Prob. 30ECh. 22.5 - Is either the mean or range affected if subgroup...Ch. 22.5 - Prob. 2PECh. 22.5 - Prob. 1ECh. 22.5 - Prob. 2ECh. 22.5 - Prob. 3ECh. 22.5 - Prob. 4ECh. 22.5 - Prob. 5ECh. 22.5 - Prob. 6ECh. 22.5 - Prob. 7ECh. 22.5 - Prob. 8ECh. 22.5 - In Exercise 9–12, use the following data.
Five AC...Ch. 22.5 - In Exercise 9–12, use the following data.
Five AC...Ch. 22.5 - Prob. 11ECh. 22.5 - Prob. 12ECh. 22.5 - Prob. 13ECh. 22.5 - Prob. 14ECh. 22.5 - Prob. 15ECh. 22.5 - In Exercises 13–16, use the following...Ch. 22.5 - In Exercises 17 and 18, use the following data.
A...Ch. 22.5 - Prob. 18ECh. 22.5 - Prob. 19ECh. 22.5 - Prob. 20ECh. 22.6 - In Exercises 1–14, find the equation of the...Ch. 22.6 - EXERCISE 22.6
In Exercises 1–14, find the equation...Ch. 22.6 - EXERCISE 22.6
In Exercises 1–14, find the equation...Ch. 22.6 - Prob. 4ECh. 22.6 - Prob. 5ECh. 22.6 - Prob. 6ECh. 22.6 - Prob. 7ECh. 22.6 - Prob. 8ECh. 22.6 - Prob. 9ECh. 22.6 - Prob. 10ECh. 22.6 - Prob. 11ECh. 22.6 - Prob. 12ECh. 22.6 - Prob. 13ECh. 22.6 - Prob. 14ECh. 22.6 - Prob. 15ECh. 22.6 - Prob. 16ECh. 22.6 - Prob. 17ECh. 22.6 - Prob. 18ECh. 22.7 - Prob. 1ECh. 22.7 - Prob. 2ECh. 22.7 - Prob. 3ECh. 22.7 - Prob. 4ECh. 22.7 - Prob. 5ECh. 22.7 - Prob. 6ECh. 22.7 - Prob. 7ECh. 22.7 - Prob. 8ECh. 22.7 - Prob. 9ECh. 22.7 - Prob. 10ECh. 22.7 - Prob. 11ECh. 22.7 - Prob. 12ECh. 22 - Prob. 1RECh. 22 - Determine each of the following as being either...Ch. 22 - Determine each of the following as being either...Ch. 22 - Prob. 4RECh. 22 - Prob. 5RECh. 22 - Prob. 6RECh. 22 - Prob. 7RECh. 22 - Prob. 8RECh. 22 - Prob. 9RECh. 22 - Prob. 10RECh. 22 - Prob. 11RECh. 22 - Prob. 12RECh. 22 - Prob. 13RECh. 22 - Prob. 14RECh. 22 - Prob. 15RECh. 22 - Prob. 16RECh. 22 - Prob. 17RECh. 22 - Prob. 18RECh. 22 - Prob. 19RECh. 22 - Prob. 20RECh. 22 - Prob. 21RECh. 22 - Prob. 22RECh. 22 - Prob. 23RECh. 22 - Prob. 24RECh. 22 - Prob. 25RECh. 22 - Prob. 26RECh. 22 - Prob. 27RECh. 22 - Prob. 28RECh. 22 - Prob. 29RECh. 22 - Prob. 30RECh. 22 - Prob. 31RECh. 22 - Prob. 32RECh. 22 - Prob. 33RECh. 22 - Prob. 34RECh. 22 - Prob. 35RECh. 22 - Prob. 36RECh. 22 - Prob. 37RECh. 22 - Prob. 38RECh. 22 - Prob. 39RECh. 22 - Prob. 40RECh. 22 - Prob. 41RECh. 22 - Prob. 42RECh. 22 - Prob. 43RECh. 22 - Prob. 44RECh. 22 - Prob. 45RECh. 22 - Prob. 46RECh. 22 - Prob. 47RECh. 22 - Prob. 48RECh. 22 - Prob. 49RECh. 22 - Prob. 50RECh. 22 - Prob. 51RECh. 22 - Prob. 52RECh. 22 - Prob. 53RECh. 22 - Prob. 54RECh. 22 - Prob. 55RECh. 22 - Prob. 56RECh. 22 - Prob. 57RECh. 22 - Prob. 58RECh. 22 - Prob. 59RECh. 22 - Prob. 60RECh. 22 - Prob. 61RECh. 22 - Prob. 1PTCh. 22 - Prob. 2PTCh. 22 - Prob. 3PTCh. 22 - Prob. 4PTCh. 22 - Prob. 5PTCh. 22 - Prob. 6PTCh. 22 - Prob. 7PTCh. 22 - Prob. 8PTCh. 22 - Prob. 9PTCh. 22 - In Problems 9–11, use the following information....Ch. 22 - Prob. 11PTCh. 22 - Prob. 12PTCh. 22 - Prob. 13PTCh. 22 - Prob. 14PT
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- 6. (a) Let (, F, P) be a probability space. Explain when a subset of ?? is measurable and why. (b) Define a probability measure. (c) Using the probability axioms, show that if AC B, then P(A) < P(B). (d) Show that P(AUB) + P(A) + P(B) in general. Write down and prove the formula for the probability of the union of two sets.arrow_forward21. Prove that: {(a, b), - sa≤barrow_forward10. (a) Define the independence of sets A, B, C. (b) Provide an example where A, B, C are pairwise independent but not mutually independent. (c) Give an example where P(AnBnC) = P(A)P(B)P(C), but the sets are not pairwise independent.arrow_forward23. State Bayes' formula. Jaching R. Machine.arrow_forward(d) Show that A, and A' are tail events.arrow_forward11. (a) Define the (mathematical and conceptual) definition of conditional probability P(A|B). (b) Explain the product law in conditional probability. (c) Explain the relation between independence and the conditional probability of two sets.arrow_forward25. Show that if X is a random variable and g(.) is a Borel measurable function, then Y = g(X) is a random variable.arrow_forward24. A factory produces items from two machines: Machine A and Machine B. Machine A produces 60% of the total items, while Machine B produces 40%. The probability that an item produced by Machine A is defective is P(D|A)=0.03. The probability that an item produced by Machine B is defective is P(D|B) = 0.05. (a) What is the probability that a randomly selected product be defective, P(D)? (b) If a randomly selected item from the production line is defective, calculate the probability that it was produced by Machine A, P(A|D).arrow_forward13. Let (, F, P) be a probability space and X a function from 2 to R. Explain when X is a random variable.arrow_forwardarrow_back_iosSEE MORE QUESTIONSarrow_forward_ios
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