Basic Technical Mathematics
11th Edition
ISBN: 9780134437705
Author: Washington
Publisher: PEARSON
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Chapter 3.4, Problem 14E
To determine
To sketch: The graph of the function
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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 3 Solutions
Basic Technical Mathematics
Ch. 3.1 - EXAMPLE 5
If , then substitute a3 for t
For the...Ch. 3.1 - EXAMPLE 7
For the functions f(x) = 5x − 3 and g(x)...Ch. 3.1 - In Exercises 1–4, solve the given problems related...Ch. 3.1 - Prob. 2ECh. 3.1 - In Exercises 1–4, solve the given problems related...Ch. 3.1 - Prob. 4ECh. 3.1 - In Exercises 5–12, find the indicated...Ch. 3.1 - In Exercises 5–12, find the indicated...Ch. 3.1 - In Exercises 5–12, find the indicated...Ch. 3.1 - In Exercises 5–12, find the indicated...
Ch. 3.1 - In Exercises 5–12, find the indicated...Ch. 3.1 - In Exercises 5–12, find the indicated...Ch. 3.1 - In Exercises 5–12, find the indicated functions.
A...Ch. 3.1 - In Exercises 5–12, find the indicated...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 13–24, evaluate the given...Ch. 3.1 - In Exercises 25–28, evaluate the given functions....Ch. 3.1 - In Exercises 25–28, evaluate the given functions....Ch. 3.1 - In Exercises 25–28, evaluate the given functions....Ch. 3.1 - In Exercises 25–28, evaluate the given functions....Ch. 3.1 - In Exercises 29–32, determine the function y =...Ch. 3.1 - In Exercises 29–32, determine the function y =...Ch. 3.1 - In Exercises 29–32, determine the function y =...Ch. 3.1 - Prob. 32ECh. 3.1 - Prob. 33ECh. 3.1 - Prob. 34ECh. 3.1 - Prob. 35ECh. 3.1 - Prob. 36ECh. 3.1 - Prob. 37ECh. 3.1 - Prob. 38ECh. 3.1 - Prob. 39ECh. 3.1 - In Exercises 39–42, write the equation as given by...Ch. 3.1 - In Exercises 39–42, write the equation as given by...Ch. 3.1 - In Exercises 39–42, write the equation as given by...Ch. 3.1 - In Exercises 43–52, solve the given problems.
A...Ch. 3.1 - In Exercises 43–52, solve the given...Ch. 3.1 - In Exercises 43–52, solve the given problems.
45....Ch. 3.1 - In Exercises 43–52, solve the given problems.
46....Ch. 3.1 - In Exercises 43–52, solve the given problems.
The...Ch. 3.1 - In Exercises 43–52, solve the given problems.
The...Ch. 3.1 - In Exercises 43–52, solve the given problems.
A...Ch. 3.1 - In Exercises 43–52, solve the given problems.
A...Ch. 3.1 -
(a) Explain the meaning of f [f(x)]. (b) Find f...Ch. 3.1 -
If f(x) = x and g(x) = x2, find (a) f [g(x)], and...Ch. 3.2 - Find the domain and range of the function .
Ch. 3.2 - Prob. 2PECh. 3.2 - In Example 8, find p as a function of r if there...Ch. 3.2 - In Exercises 1-4, solve the given problems related...Ch. 3.2 - Prob. 2ECh. 3.2 - In Exercises 1-4, solve the given problems related...Ch. 3.2 - Prob. 4ECh. 3.2 - Prob. 5ECh. 3.2 - Prob. 6ECh. 3.2 - Prob. 7ECh. 3.2 - Prob. 8ECh. 3.2 - Prob. 9ECh. 3.2 - Prob. 10ECh. 3.2 - Prob. 11ECh. 3.2 - Prob. 12ECh. 3.2 - Prob. 13ECh. 3.2 - Prob. 14ECh. 3.2 - In Exercises 15-20, find the domain of the given...Ch. 3.2 - In Exercises 15-20, find the domain of the given...Ch. 3.2 - Prob. 17ECh. 3.2 - In Exercises 15-20, find the domain of the given...Ch. 3.2 - Prob. 19ECh. 3.2 - In Exercises 15-20, find the domain of the given...Ch. 3.2 - Prob. 21ECh. 3.2 - In Exercises 21-24, evaluate the indicated...Ch. 3.2 - In Exercises 21-24, evaluate the indicated...Ch. 3.2 - In Exercises 21-24, evaluate the indicated...Ch. 3.2 - Prob. 25ECh. 3.2 - In Exercises 25-38, determine the appropriate...Ch. 3.2 - Prob. 27ECh. 3.2 - In Exercises 25-38, determine the appropriate...Ch. 3.2 - Prob. 29ECh. 3.2 - In Exercises 25-38, determine the appropriate...Ch. 3.2 - Prob. 31ECh. 3.2 - Prob. 32ECh. 3.2 - Prob. 33ECh. 3.2 - Prob. 34ECh. 3.2 - Prob. 35ECh. 3.2 - In Exercises 25-38, determine the appropriate...Ch. 3.2 - Prob. 37ECh. 3.2 - Prob. 38ECh. 3.2 - Prob. 39ECh. 3.2 - Prob. 40ECh. 3.2 - Prob. 41ECh. 3.2 - Prob. 42ECh. 3.2 - Prob. 43ECh. 3.2 - Prob. 44ECh. 3.2 - Prob. 45ECh. 3.2 - Prob. 46ECh. 3.2 - Prob. 47ECh. 3.2 - Prob. 48ECh. 3.2 - Prob. 49ECh. 3.2 - Prob. 50ECh. 3.2 - Prob. 51ECh. 3.2 - Prob. 52ECh. 3.3 - Prob. 1PECh. 3.3 - Prob. 1ECh. 3.3 - Prob. 2ECh. 3.3 - In Exercises 3 and 4, determine (at least...Ch. 3.3 - Prob. 4ECh. 3.3 - Prob. 5ECh. 3.3 - Prob. 6ECh. 3.3 - Prob. 7ECh. 3.3 - Prob. 8ECh. 3.3 - Prob. 9ECh. 3.3 - Prob. 10ECh. 3.3 - Prob. 11ECh. 3.3 - Prob. 12ECh. 3.3 - Prob. 13ECh. 3.3 - Prob. 14ECh. 3.3 - Prob. 15ECh. 3.3 - Prob. 16ECh. 3.3 - In Exercises 15–18, determine the quadrant in...Ch. 3.3 - In Exercises 15–18, determine the quadrant in...Ch. 3.3 -
In Exercises 19–38, answer the given...Ch. 3.3 -
In Exercises 19–38, answer the given...Ch. 3.3 -
In Exercises 19–38, answer the given...Ch. 3.3 -
In Exercises 19–38, answer the given...Ch. 3.3 -
In Exercises 19–38, answer the given...Ch. 3.3 -
In Exercises 19–38, answer the given...Ch. 3.3 - In Exercises 19–38, answer the given...Ch. 3.3 - In Exercises 19–38, answer the given...Ch. 3.3 - In Exercises 19–38, answer the given...Ch. 3.3 - In Exercises 19–38, answer the given...Ch. 3.3 - In Exercises 19–38, answer the given...Ch. 3.3 -
In Exercises 19–38, answer the given...Ch. 3.3 - In Exercises 19–38, answer the given...Ch. 3.3 - In Exercises 19–38, answer the given...Ch. 3.3 - In Exercises 19–38, answer the given...Ch. 3.3 - In Exercises 19–38, answer the given...Ch. 3.3 - In Exercises 19–38, answer the given questions.
If...Ch. 3.3 - In Exercises 19–38, answer the given...Ch. 3.3 - In Exercises 19–38, answer the given questions.
On...Ch. 3.3 - Prob. 38ECh. 3.4 - Prob. 1PECh. 3.4 - Prob. 2PECh. 3.4 - Prob. 1ECh. 3.4 - Prob. 2ECh. 3.4 - Prob. 3ECh. 3.4 - Prob. 4ECh. 3.4 - In Exercises 5–36, graph the given functions.
5.
Ch. 3.4 - In Exercises 5–36, graph the given functions.
6. y...Ch. 3.4 - In Exercises 5–36, graph the given functions.
7. y...Ch. 3.4 - In Exercises 5–36, graph the given functions.
8. y...Ch. 3.4 - In Exercises 5–36, graph the given functions.
9. s...Ch. 3.4 - In Exercises 5−36, graph the given functions.
10....Ch. 3.4 - In Exercises 5–36, graph the given functions.
Ch. 3.4 - In Exercises 5–36, graph the given functions.
Ch. 3.4 - In Exercises 5–36, graph the given...Ch. 3.4 - Prob. 14ECh. 3.4 - Prob. 15ECh. 3.4 - Prob. 16ECh. 3.4 - In Exercises 5–36, graph the given functions.
Ch. 3.4 - In Exercises 5–36, graph the given functions.
y =...Ch. 3.4 - In Exercises 5–36, graph the given...Ch. 3.4 - In Exercises 5–36, graph the given...Ch. 3.4 - In Exercises 5–36, graph the given...Ch. 3.4 - In Exercises 5–36, graph the given...Ch. 3.4 - In Exercises 5–36, graph the given...Ch. 3.4 - In Exercises 5–36, graph the given functions.
24....Ch. 3.4 - In Exercises 5–36, graph the given functions.
y =...Ch. 3.4 - In Exercises 5–36, graph the given functions.
26....Ch. 3.4 - In Exercises 5–36, graph the given functions.
27....Ch. 3.4 - In Exercises 5–36, graph the given functions.
28....Ch. 3.4 - In Exercises 5–36, graph the given...Ch. 3.4 - In Exercises 5–36, graph the given functions.
Ch. 3.4 - In Exercises 5–36, graph the given...Ch. 3.4 - In Exercises 5–36, graph the given functions.
32....Ch. 3.4 - In Exercises 5–36, graph the given functions.
33....Ch. 3.4 - In Exercises 5–36, graph the given functions.
34....Ch. 3.4 - In Exercises 5–36, graph the given functions.
35....Ch. 3.4 - In Exercises 5–36, graph the given functions.
36....Ch. 3.4 - In Exercises 37–40, use the graph to determine the...Ch. 3.4 - In Exercises 37–40, use the graph to determine the...Ch. 3.4 - In Exercises 37–40, use the graph to determine the...Ch. 3.4 - In Exercises 37–40, use the graph to determine the...Ch. 3.4 - In Exercises 41–70, graph the indicated...Ch. 3.4 - In Exercises 41–70, graph the indicated...Ch. 3.4 - Prob. 43ECh. 3.4 - Prob. 44ECh. 3.4 - Prob. 45ECh. 3.4 - Prob. 46ECh. 3.4 - Prob. 47ECh. 3.4 - Prob. 48ECh. 3.4 - Prob. 49ECh. 3.4 - Prob. 50ECh. 3.4 - Prob. 51ECh. 3.4 - Prob. 52ECh. 3.4 - In Exercises 41–70, graph the indicated...Ch. 3.4 - Prob. 54ECh. 3.4 - Prob. 55ECh. 3.4 - Prob. 56ECh. 3.4 - Prob. 57ECh. 3.4 - Prob. 58ECh. 3.4 - Prob. 59ECh. 3.4 - Prob. 60ECh. 3.4 - Prob. 61ECh. 3.4 - Prob. 62ECh. 3.4 - Prob. 63ECh. 3.4 - Prob. 64ECh. 3.4 - In Exercises 41–70, graph the indicated...Ch. 3.4 - In Exercises 41–70, graph the indicated...Ch. 3.4 - Prob. 67ECh. 3.4 - Prob. 68ECh. 3.4 - Prob. 69ECh. 3.4 - Prob. 70ECh. 3.4 - In Exercises 71‒74, determine whether or not the...Ch. 3.4 - In Exercises 71–74, determine whether or not the...Ch. 3.4 - In Exercises 71–74, determine whether or not the...Ch. 3.4 - In Exercises 71–74, determine whether or not the...Ch. 3.5 - Prob. 1PECh. 3.5 - Prob. 2PECh. 3.5 - Prob. 3PECh. 3.5 - Prob. 1ECh. 3.5 - Prob. 2ECh. 3.5 - Prob. 3ECh. 3.5 - In Exercises 3–18, display the graphs of the given...Ch. 3.5 - Prob. 5ECh. 3.5 - Prob. 6ECh. 3.5 - Prob. 7ECh. 3.5 - Prob. 8ECh. 3.5 - Prob. 9ECh. 3.5 - Prob. 10ECh. 3.5 - Prob. 11ECh. 3.5 - Prob. 12ECh. 3.5 - Prob. 13ECh. 3.5 - Prob. 14ECh. 3.5 - Prob. 15ECh. 3.5 - Prob. 16ECh. 3.5 - Prob. 17ECh. 3.5 - Prob. 18ECh. 3.5 - Prob. 19ECh. 3.5 - In Exercises 19–28, use a graphing calculator to...Ch. 3.5 - Prob. 21ECh. 3.5 - Prob. 22ECh. 3.5 - Prob. 23ECh. 3.5 - Prob. 24ECh. 3.5 - Prob. 25ECh. 3.5 - Prob. 26ECh. 3.5 - Prob. 27ECh. 3.5 - Prob. 28ECh. 3.5 - Prob. 29ECh. 3.5 - Prob. 30ECh. 3.5 - Prob. 31ECh. 3.5 - Prob. 32ECh. 3.5 - Prob. 33ECh. 3.5 - Prob. 34ECh. 3.5 - Prob. 35ECh. 3.5 - Prob. 36ECh. 3.5 - Prob. 37ECh. 3.5 - Prob. 38ECh. 3.5 - Prob. 39ECh. 3.5 - Prob. 40ECh. 3.5 - In Exercises 41–48, a function and how it is to be...Ch. 3.5 - Prob. 42ECh. 3.5 - Prob. 43ECh. 3.5 - Prob. 44ECh. 3.5 - Prob. 45ECh. 3.5 - Prob. 46ECh. 3.5 - Prob. 47ECh. 3.5 - Prob. 48ECh. 3.5 - Prob. 49ECh. 3.5 - Prob. 50ECh. 3.5 - Prob. 51ECh. 3.5 - Prob. 52ECh. 3.5 - Prob. 53ECh. 3.5 - Prob. 54ECh. 3.5 - Prob. 55ECh. 3.5 - Prob. 56ECh. 3.5 - In Exercises 53–60, solve the indicated equations...Ch. 3.5 - In Exercises 53–60, solve the indicated equations...Ch. 3.5 - Prob. 59ECh. 3.5 - Prob. 60ECh. 3.5 - Prob. 61ECh. 3.5 - Prob. 62ECh. 3.5 - Prob. 63ECh. 3.5 - Prob. 64ECh. 3.5 - Prob. 65ECh. 3.5 - Prob. 66ECh. 3.5 - Prob. 67ECh. 3.5 - Prob. 68ECh. 3.6 - Prob. 1PECh. 3.6 - Prob. 1ECh. 3.6 - Prob. 2ECh. 3.6 - Prob. 3ECh. 3.6 - Prob. 4ECh. 3.6 - Prob. 5ECh. 3.6 - Prob. 6ECh. 3.6 - Prob. 7ECh. 3.6 - Prob. 8ECh. 3.6 - Prob. 9ECh. 3.6 - Prob. 10ECh. 3.6 - Prob. 11ECh. 3.6 - Prob. 12ECh. 3.6 - Prob. 13ECh. 3.6 - Prob. 14ECh. 3.6 - Prob. 15ECh. 3.6 - Prob. 16ECh. 3.6 - Prob. 17ECh. 3.6 - Prob. 18ECh. 3.6 - Prob. 19ECh. 3.6 - Prob. 20ECh. 3.6 - Prob. 21ECh. 3.6 - Prob. 22ECh. 3.6 - Prob. 23ECh. 3.6 - Prob. 24ECh. 3.6 - Prob. 25ECh. 3.6 - Prob. 26ECh. 3.6 - Prob. 27ECh. 3.6 - Prob. 28ECh. 3.6 - Prob. 29ECh. 3.6 - Prob. 30ECh. 3 - Prob. 1RECh. 3 - Determine each of the following as being either...Ch. 3 - Prob. 3RECh. 3 - Prob. 4RECh. 3 - Prob. 5RECh. 3 - Prob. 6RECh. 3 - Prob. 7RECh. 3 - Prob. 8RECh. 3 - Prob. 9RECh. 3 - Prob. 10RECh. 3 - Prob. 11RECh. 3 - Prob. 12RECh. 3 - Prob. 13RECh. 3 - Prob. 14RECh. 3 - Prob. 15RECh. 3 - Prob. 16RECh. 3 - Prob. 17RECh. 3 - Prob. 18RECh. 3 - Prob. 19RECh. 3 - Prob. 20RECh. 3 - Prob. 21RECh. 3 - Prob. 22RECh. 3 - Prob. 23RECh. 3 - Prob. 24RECh. 3 - Prob. 25RECh. 3 - Prob. 26RECh. 3 - Prob. 27RECh. 3 - Prob. 28RECh. 3 - In Exercises 29–38, plot the graphs of the given...Ch. 3 - Prob. 30RECh. 3 - Prob. 31RECh. 3 - Prob. 32RECh. 3 - Prob. 33RECh. 3 - Prob. 34RECh. 3 - Prob. 35RECh. 3 - Prob. 36RECh. 3 - Prob. 37RECh. 3 - Prob. 38RECh. 3 - Prob. 39RECh. 3 - Prob. 40RECh. 3 - Prob. 41RECh. 3 - Prob. 42RECh. 3 - Prob. 43RECh. 3 - Prob. 44RECh. 3 - Prob. 45RECh. 3 - Prob. 46RECh. 3 - Prob. 47RECh. 3 - Prob. 48RECh. 3 - Prob. 49RECh. 3 - Prob. 50RECh. 3 - Prob. 51RECh. 3 - Prob. 52RECh. 3 - Prob. 53RECh. 3 - Prob. 54RECh. 3 - Prob. 55RECh. 3 - Prob. 56RECh. 3 - Prob. 57RECh. 3 - Prob. 58RECh. 3 - Prob. 59RECh. 3 - Prob. 60RECh. 3 - Prob. 61RECh. 3 - Prob. 62RECh. 3 - Prob. 63RECh. 3 - Prob. 64RECh. 3 - Prob. 65RECh. 3 - Prob. 66RECh. 3 - Prob. 67RECh. 3 - Prob. 68RECh. 3 - Prob. 69RECh. 3 - Prob. 70RECh. 3 - Prob. 71RECh. 3 - Prob. 72RECh. 3 - Prob. 73RECh. 3 - Prob. 74RECh. 3 - Prob. 75RECh. 3 - Prob. 76RECh. 3 - Prob. 77RECh. 3 - Prob. 78RECh. 3 - Prob. 79RECh. 3 - Prob. 80RECh. 3 - Prob. 81RECh. 3 - Prob. 82RECh. 3 - Prob. 83RECh. 3 - Prob. 84RECh. 3 - Prob. 85RECh. 3 - Prob. 86RECh. 3 - Prob. 87RECh. 3 - Prob. 88RECh. 3 - Prob. 89RECh. 3 - Prob. 90RECh. 3 - Prob. 91RECh. 3 - Prob. 92RECh. 3 - Prob. 93RECh. 3 - Prob. 94RECh. 3 - Prob. 95RECh. 3 - Prob. 96RECh. 3 - Prob. 1PTCh. 3 - Prob. 2PTCh. 3 - Prob. 3PTCh. 3 - Prob. 4PTCh. 3 - Prob. 5PTCh. 3 - Prob. 6PTCh. 3 - Prob. 7PTCh. 3 - Prob. 8PTCh. 3 - Prob. 10PTCh. 3 - Prob. 11PTCh. 3 - From the table in Problem 11, find the voltage for...
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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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