Mathematics for the Trades: A Guided Approach, Books a la Carte edition (11th Edition)
11th Edition
ISBN: 9780134765785
Author: Hal Saunders
Publisher: PEARSON
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Chapter 6.4, Problem 6AE
To determine
To find: The value of the expression
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6. Let, for p = (0, 1), and xe R. X be a random variable defined as follows:
P(X=-x) = P(X = x)=p. P(X=0)= 1-2p.
Show that there is equality in Chebyshev's inequality for X.
This means that Chebyshev's inequality, in spite of being rather crude, cannot be
improved without additional assumptions.
4. Prove that, for any random variable X, the minimum of EIX-al is attained for
a = med (X).
8. Recall, from Sect. 2.16.4, the likelihood ratio statistic, Ln, which was defined
as a product of independent, identically distributed random variables with mean
1 (under the so-called null hypothesis), and the, sometimes more convenient,
log-likelihood, log L, which was a sum of independent, identically distributed
random variables, which, however, do not have mean log 1 = 0.
(a) Verify that the last claim is correct, by proving the more general statement,
namely that, if Y is a non-negative random variable with finite mean, then
E(log Y) log(EY).
(b) Prove that, in fact, there is strict inequality:
E(log Y) < log(EY),
unless Y is degenerate.
(c) Review the proof of Jensen's inequality, Theorem 5.1. Generalize with a
glimpse on (b).
Chapter 6 Solutions
Mathematics for the Trades: A Guided Approach, Books a la Carte edition (11th Edition)
Ch. 6.1 - If it is 13 below zero and the temperature rises...Ch. 6.1 - Prob. 2LCCh. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...
Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - A. Make each statement true by replacing the ...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - Make each statement true by replacing the symbol...Ch. 6.1 - For each problem, make a separate number line and...Ch. 6.1 - For each problem, make a separate number line and...Ch. 6.1 - For each problem, make a separate number line and...Ch. 6.1 - For each problem, make a separate number line and...Ch. 6.1 - Prob. 1CECh. 6.1 - Represent each of the following situations with a...Ch. 6.1 - Represent each of the following situations with a...Ch. 6.1 - Represent each of the following situations with a...Ch. 6.1 - Prob. 5CECh. 6.1 - Represent each of the following situations with a...Ch. 6.1 - Prob. 7CECh. 6.1 - Represent each of the following situations with a...Ch. 6.1 - Prob. 9CECh. 6.1 - Represent each of the following situations with a...Ch. 6.1 - Represent each of the following situations with a...Ch. 6.1 - Prob. 12CECh. 6.1 - Prob. 13CECh. 6.1 - C. Represent each of the following situations with...Ch. 6.1 - Prob. 1DECh. 6.1 - Add. 2. 11 + 7Ch. 6.1 - Prob. 3DECh. 6.1 - Prob. 4DECh. 6.1 - Prob. 5DECh. 6.1 - Prob. 6DECh. 6.1 - Prob. 7DECh. 6.1 - Add. 8. 23 + (28)Ch. 6.1 - Prob. 9DECh. 6.1 - Add. 10. 12 + 19Ch. 6.1 - Prob. 11DECh. 6.1 - Prob. 12DECh. 6.1 - Prob. 13DECh. 6.1 - Add. 14. 56 + 29Ch. 6.1 - Prob. 15DECh. 6.1 - Prob. 16DECh. 6.1 - Prob. 17DECh. 6.1 - Prob. 18DECh. 6.1 - Prob. 19DECh. 6.1 - Add. 20. 5.7 + (7.9)Ch. 6.1 - Prob. 21DECh. 6.1 - Prob. 22DECh. 6.1 - Prob. 23DECh. 6.1 - Prob. 24DECh. 6.1 - Prob. 25DECh. 6.1 - Add. 26. 414+634Ch. 6.1 - Add. 27. 912+(412)Ch. 6.1 - Prob. 28DECh. 6.1 - Prob. 29DECh. 6.1 - Prob. 30DECh. 6.1 - Prob. 31DECh. 6.1 - Add. 32. 13310+(845)Ch. 6.1 - Prob. 33DECh. 6.1 - Prob. 34DECh. 6.1 - Prob. 35DECh. 6.1 - Prob. 36DECh. 6.1 - Prob. 37DECh. 6.1 - Add. 38. 11 + (6) + (5)Ch. 6.1 - Prob. 39DECh. 6.1 - Prob. 40DECh. 6.1 - Add. 41. 36 + 45 + 27 + (18)Ch. 6.1 - Prob. 42DECh. 6.1 - Prob. 43DECh. 6.1 - Add. 44. 1+3+(5)+7+(9)+11+(13)+(15)+(17)+19Ch. 6.1 - Prob. 45DECh. 6.1 - Prob. 46DECh. 6.1 - Prob. 47DECh. 6.1 - Prob. 48DECh. 6.1 - Prob. 49DECh. 6.1 - Add. 50. (0.0475)+(0.0875)+(0.0255)Ch. 6.1 - Prob. 1EECh. 6.1 - Practical Applications 2. Sports and Leisure...Ch. 6.1 - Prob. 3EECh. 6.1 - Prob. 4EECh. 6.1 - Practical Applications 5. Business and Finance A...Ch. 6.1 - Prob. 6EECh. 6.1 - Practical Applications 7. Electronics What is the...Ch. 6.1 - Practical Applications 8. Electrical Trades As...Ch. 6.2 - Prob. 1LCCh. 6.2 - Prob. 2LCCh. 6.2 - Prob. 1AECh. 6.2 - Find the value of the following. 2. 7 20Ch. 6.2 - Prob. 3AECh. 6.2 - Prob. 4AECh. 6.2 - Prob. 5AECh. 6.2 - Prob. 6AECh. 6.2 - Prob. 7AECh. 6.2 - Find the value of the following. 8. 22 ( 10)Ch. 6.2 - Prob. 9AECh. 6.2 - Prob. 10AECh. 6.2 - Find the value of the following. 11. 5 ( 16)Ch. 6.2 - Prob. 12AECh. 6.2 - Prob. 13AECh. 6.2 - Find the value of the following. 14. 30 65Ch. 6.2 - Prob. 15AECh. 6.2 - Prob. 16AECh. 6.2 - Prob. 17AECh. 6.2 - Prob. 18AECh. 6.2 - Prob. 19AECh. 6.2 - Find the value of the following. 20. 70 25Ch. 6.2 - Prob. 21AECh. 6.2 - Prob. 22AECh. 6.2 - Prob. 23AECh. 6.2 - Prob. 24AECh. 6.2 - Prob. 25AECh. 6.2 - Find the value of the following. 26. 55 0Ch. 6.2 - Prob. 27AECh. 6.2 - Prob. 28AECh. 6.2 - Prob. 29AECh. 6.2 - Prob. 30AECh. 6.2 - Prob. 31AECh. 6.2 - Find the value of the following. 32. 17 44Ch. 6.2 - Prob. 33AECh. 6.2 - Prob. 34AECh. 6.2 - Prob. 35AECh. 6.2 - Prob. 36AECh. 6.2 - Prob. 37AECh. 6.2 - Find the value of the following. 38. 5 12 + (13) ...Ch. 6.2 - Prob. 39AECh. 6.2 - Find the value of the following. 31. 22 89 32. 17...Ch. 6.2 - Prob. 41AECh. 6.2 - Prob. 42AECh. 6.2 - Prob. 43AECh. 6.2 - Find the value of the following. 44. 212(314)Ch. 6.2 - Prob. 45AECh. 6.2 - Prob. 46AECh. 6.2 - Prob. 47AECh. 6.2 - Prob. 48AECh. 6.2 - Prob. 49AECh. 6.2 - Find the value of the following. 50. (0.275) ...Ch. 6.2 - Prob. 51AECh. 6.2 - Prob. 52AECh. 6.2 - Prob. 53AECh. 6.2 - Prob. 54AECh. 6.2 - Prob. 55AECh. 6.2 - Find the value of the following. 56. (5.8)(818)3.9Ch. 6.2 - Prob. 1BECh. 6.2 - Practical Applications 2. Meteorology The highest...Ch. 6.2 - Prob. 3BECh. 6.2 - Prob. 4BECh. 6.2 - Prob. 5BECh. 6.2 - Prob. 6BECh. 6.2 - Prob. 7BECh. 6.2 - Practical Applications 8. Meteorology The fastest...Ch. 6.2 - Prob. 9BECh. 6.2 - Prob. 10BECh. 6.2 - Prob. 11BECh. 6.2 - Prob. 12BECh. 6.2 - Prob. 13BECh. 6.2 - Practical Applications 14. Meteorology The hottest...Ch. 6.2 - Prob. 15BECh. 6.3 - Prob. 1LCCh. 6.3 - Prob. 2LCCh. 6.3 - Prob. 1AECh. 6.3 - Multiply or divide as indicated. 2. 8 (5)Ch. 6.3 - Prob. 3AECh. 6.3 - Prob. 4AECh. 6.3 - Prob. 5AECh. 6.3 - Prob. 6AECh. 6.3 - Prob. 7AECh. 6.3 - Multiply or divide as indicated. 8. (44)(11)Ch. 6.3 - Multiply or divide as indicated. 9. (3.4)(1.5)Ch. 6.3 - Prob. 10AECh. 6.3 - Prob. 11AECh. 6.3 - Prob. 12AECh. 6.3 - Prob. 13AECh. 6.3 - Multiply or divide as indicated. 14. (10.8)(1.2)Ch. 6.3 - Prob. 15AECh. 6.3 - Prob. 16AECh. 6.3 - Prob. 17AECh. 6.3 - Prob. 18AECh. 6.3 - Prob. 19AECh. 6.3 - Multiply or divide as indicated. 20. (13)(4)Ch. 6.3 - Prob. 21AECh. 6.3 - Prob. 22AECh. 6.3 - Prob. 23AECh. 6.3 - Prob. 24AECh. 6.3 - Prob. 25AECh. 6.3 - Multiply or divide as indicated. 26. (200)(10)Ch. 6.3 - Prob. 27AECh. 6.3 - Prob. 28AECh. 6.3 - Prob. 29AECh. 6.3 - Prob. 30AECh. 6.3 - Prob. 31AECh. 6.3 - Multiply or divide as indicated. 32. (2.25)0.15Ch. 6.3 - Prob. 33AECh. 6.3 - Prob. 34AECh. 6.3 - Prob. 35AECh. 6.3 - Prob. 36AECh. 6.3 - Prob. 37AECh. 6.3 - Multiply or divide as indicated. 38. (8)4(7)Ch. 6.3 - Prob. 39AECh. 6.3 - Prob. 40AECh. 6.3 - Prob. 41AECh. 6.3 - Prob. 42AECh. 6.3 - Prob. 1BECh. 6.3 - Multiply or divide using a calculator and round as...Ch. 6.3 - Prob. 3BECh. 6.3 - Prob. 4BECh. 6.3 - Prob. 5BECh. 6.3 - Prob. 6BECh. 6.3 - Prob. 7BECh. 6.3 - Multiply or divide using a calculator and round as...Ch. 6.3 - Prob. 9BECh. 6.3 - Prob. 10BECh. 6.3 - Prob. 11BECh. 6.3 - Multiply or divide using a calculator and round as...Ch. 6.3 - Prob. 1CECh. 6.3 - Practical Applications 2. Business and Finance In...Ch. 6.3 - Practical Applications 3. Industrial Technology...Ch. 6.3 - Practical Applications 4. Machine Trades A long...Ch. 6.3 - Prob. 5CECh. 6.3 - Prob. 6CECh. 6.4 - What number, multiplied by itself, gives you a...Ch. 6.4 - Prob. 2LCCh. 6.4 - Prob. 1AECh. 6.4 - Find the value of these. 2. 32Ch. 6.4 - Prob. 3AECh. 6.4 - Prob. 4AECh. 6.4 - Prob. 5AECh. 6.4 - Prob. 6AECh. 6.4 - Prob. 7AECh. 6.4 - Find the value of these. 8. 62Ch. 6.4 - Prob. 9AECh. 6.4 - Prob. 10AECh. 6.4 - Prob. 11AECh. 6.4 - Prob. 12AECh. 6.4 - Prob. 13AECh. 6.4 - Find the value of these. 14. (3)5Ch. 6.4 - Prob. 15AECh. 6.4 - Prob. 16AECh. 6.4 - Find the value of these. 17. 51Ch. 6.4 - Prob. 18AECh. 6.4 - Prob. 19AECh. 6.4 - Find the value of these. 20. 82Ch. 6.4 - Prob. 21AECh. 6.4 - Prob. 22AECh. 6.4 - Prob. 23AECh. 6.4 - Prob. 24AECh. 6.4 - Prob. 25AECh. 6.4 - Find the value of these. 26. 2632Ch. 6.4 - Prob. 27AECh. 6.4 - Prob. 28AECh. 6.4 - Prob. 29AECh. 6.4 - Prob. 30AECh. 6.4 - Prob. 31AECh. 6.4 - Find the value of these. 32. 1423Ch. 6.4 - Prob. 33AECh. 6.4 - Prob. 34AECh. 6.4 - Prob. 35AECh. 6.4 - Prob. 36AECh. 6.4 - Prob. 37AECh. 6.4 - Find the value of these. 38. 6442+18Ch. 6.4 - Prob. 39AECh. 6.4 - Prob. 40AECh. 6.4 - Find the value of these. 41. 26+402332Ch. 6.4 - Prob. 42AECh. 6.4 - Prob. 1BECh. 6.4 - Calculate. Round to two decimal places if...Ch. 6.4 - Prob. 3BECh. 6.4 - Prob. 4BECh. 6.4 - Prob. 5BECh. 6.4 - Prob. 6BECh. 6.4 - Prob. 7BECh. 6.4 - Calculate. Round to two decimal places if...Ch. 6.4 - Prob. 9BECh. 6.4 - Prob. 10BECh. 6.4 - Prob. 11BECh. 6.4 - Prob. 12BECh. 6.4 - Prob. 13BECh. 6.4 - Calculate. Round to two decimal places if...Ch. 6.4 - Calculate. Round to two decimal places if...Ch. 6.4 - Prob. 16BECh. 6.4 - Prob. 17BECh. 6.4 - Prob. 18BECh. 6.4 - Prob. 19BECh. 6.4 - Calculate. Round to two decimal places if...Ch. 6.4 - Prob. 21BECh. 6.4 - Prob. 22BECh. 6.4 - Prob. 23BECh. 6.4 - Prob. 24BECh. 6.4 - Prob. 25BECh. 6.4 - Calculate. Round to two decimal places if...Ch. 6.4 - Prob. 27BECh. 6.4 - Prob. 28BECh. 6.4 - Prob. 29BECh. 6.4 - Prob. 30BECh. 6.4 - Prob. 31BECh. 6.4 - Calculate. Round to two decimal places if...Ch. 6.4 - Prob. 33BECh. 6.4 - Prob. 34BECh. 6.4 - Prob. 35BECh. 6.4 - Prob. 36BECh. 6.4 - Prob. 37BECh. 6.4 - Prob. 38BECh. 6.4 - Prob. 1CECh. 6.4 - Construction A square building covers an area of...Ch. 6.4 - Mechanical Engineering The following calculation...Ch. 6.4 - Prob. 4CECh. 6.4 - Prob. 5CECh. 6.4 - Prob. 6CECh. 6.4 - Prob. 7CECh. 6.4 - Roofing The length L of a rafter on a shed roof is...Ch. 6.4 - Prob. 9CECh. 6.4 - Prob. 10CECh. 6.4 - Prob. 11CECh. 6.4 - Electrical Trades The electrical resistance of a...Ch. 6.4 - Prob. 13CECh. 6 - Understand the meaning of signed numbers. (a)...Ch. 6 - Add signed numbers. (a) (3)+(5) _____ (b)...Ch. 6 - Subtract signed numbers. (a) 47 _____ (b) 11(3)...Ch. 6 - Multiply and divide signed numbers. (a) (12)6...Ch. 6 - Work with exponents. (a) 43 _____ (b) (2.05)2...Ch. 6 - Use the order of operations. (a) 2+32 _____ (b)...Ch. 6 - Find square roots. (a) 169 _____ (b) 14.5 (to two...Ch. 6 - A. Rewrite each group of numbers in order from...Ch. 6 - A. Rewrite each group of numbers in order from...Ch. 6 - A. Rewrite each group of numbers in order from...Ch. 6 - A. Rewrite each group of numbers in order from...Ch. 6 - Add or subtract as indicated. 1. 16+6Ch. 6 - Prob. 2BPSCh. 6 - Add or subtract as indicated. 3. 7 13Ch. 6 - Prob. 4BPSCh. 6 - Add or subtract as indicated. 5. 23 + (38)Ch. 6 - Prob. 6BPSCh. 6 - B. Add or subtract as indicated. 20 (5)Ch. 6 - Add or subtract as indicated. 8. 11 + (3)Ch. 6 - Add or subtract as indicated. 9. 2.6 + 4.9Ch. 6 - Prob. 10BPSCh. 6 - B. Add or subtract as indicated. 5.26 3.89Ch. 6 - Prob. 12BPSCh. 6 - B. Add or subtract as indicated. 9 6 + 4 + (13) ...Ch. 6 - B. Add or subtract as indicated. 12.4 + 612 (134)...Ch. 6 - Multiply or divide as indicated. 1. 6(10)Ch. 6 - Prob. 2CPSCh. 6 - Multiply or divide as indicated. 3. 48(4)Ch. 6 - Prob. 4CPSCh. 6 - Multiply or divide as indicated. 5. (118)(614)Ch. 6 - Prob. 6CPSCh. 6 - Multiply or divide as indicated. 7. 6.4(16)Ch. 6 - Prob. 8CPSCh. 6 - Multiply or divide as indicated. 9. (4) (5) (6)Ch. 6 - Multiply or divide as indicated. 10. 72(4)(3)Ch. 6 - Multiply or divide as indicated. 11. (2.4735) ...Ch. 6 - Prob. 12CPSCh. 6 - Find the numerical value of each expression. 12.5 ...Ch. 6 - Prob. 2DPSCh. 6 - Find the numerical value of each expression....Ch. 6 - Prob. 4DPSCh. 6 - Find the numerical value of each expression. 5. 26Ch. 6 - Prob. 6DPSCh. 6 - Find the numerical value of each expression. 7....Ch. 6 - Prob. 8DPSCh. 6 - Find the numerical value of each expression. 9....Ch. 6 - Prob. 10DPSCh. 6 - Find the numerical value of each expression. 11....Ch. 6 - Prob. 12DPSCh. 6 - Find the numerical value of each expression. 13....Ch. 6 - Prob. 14DPSCh. 6 - Prob. 15DPSCh. 6 - Prob. 16DPSCh. 6 - Prob. 17DPSCh. 6 - Prob. 18DPSCh. 6 - Prob. 19DPSCh. 6 - Prob. 20DPSCh. 6 - Prob. 21DPSCh. 6 - Prob. 22DPSCh. 6 - Prob. 23DPSCh. 6 - Prob. 24DPSCh. 6 - Prob. 25DPSCh. 6 - Prob. 26DPSCh. 6 - Prob. 27DPSCh. 6 - Prob. 28DPSCh. 6 - Prob. 29DPSCh. 6 - Prob. 30DPSCh. 6 - Prob. 31DPSCh. 6 - Prob. 32DPSCh. 6 - Prob. 33DPSCh. 6 - Prob. 34DPSCh. 6 - Prob. 35DPSCh. 6 - Prob. 36DPSCh. 6 - Prob. 37DPSCh. 6 - Prob. 38DPSCh. 6 - Prob. 39DPSCh. 6 - Prob. 40DPSCh. 6 - Prob. 41DPSCh. 6 - Prob. 42DPSCh. 6 - Prob. 43DPSCh. 6 - Prob. 44DPSCh. 6 - Prob. 45DPSCh. 6 - Prob. 46DPSCh. 6 - Prob. 1EPSCh. 6 - General Trades Find the side of a square whose...Ch. 6 - Prob. 3EPSCh. 6 - E. Practical Applications Trades Management Morgan...Ch. 6 - Prob. 5EPSCh. 6 - Fire Protection The flow rate (in gallons per...Ch. 6 - Prob. 7EPSCh. 6 - Trades Management An auto shop was 14,560 in the...Ch. 6 - Prob. 9EPSCh. 6 - Prob. 10EPSCh. 6 - Prob. 11EPSCh. 6 - Meteorology Use the formula F=9C5+32 to convert...Ch. 6 - Prob. 13EPSCh. 6 - Prob. 14EPSCh. 6 - Prob. 15EPSCh. 6 - Allied Health The following expression gives the...Ch. 6 - Prob. 17EPSCh. 6 - Prob. 18EPSCh. 6 - Prob. 19EPS
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