Mathematical Excursions (MindTap Course List)
Mathematical Excursions (MindTap Course List)
4th Edition
ISBN: 9781305965584
Author: Richard N. Aufmann, Joanne Lockwood, Richard D. Nation, Daniel K. Clegg
Publisher: Cengage Learning
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Permutations and Combinations
If there are 5 dishes, they can be relished in any order at a time. In permutation, it should be in a particular order. In combination, the order does not matter. Take 3 letters a, b, and c. The possible ways of pairing any two letters are ab, bc, ac, ba…
Counting Theory
The fundamental counting principle is a rule that is used to count the total number of possible outcomes in a given situation.
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Chapter 12.2, Problem 57ES

Signal Flags The Coast Guard uses signal flags as a method of communicating between ships. If 4 different flags are available and the order in which the flags are raised is important, how many different signals are possible? Assume that 4 flags are raised.

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Chapter 12 Solutions

Mathematical Excursions (MindTap Course List)

Ch. 12.1 - In a stack of 12 identical-looking coins, one is...Ch. 12.1 - In a stack of 13 identical-looking coins, one is...Ch. 12.1 - List the elements of the sample space defined by...Ch. 12.1 - List the elements of the sample space defined by...Ch. 12.1 - List the elements of the sample space defined by...Ch. 12.1 - List the elements of the sample space defined by...Ch. 12.1 - List the elements of the sample space defined by...Ch. 12.1 - List the elements of the sample space defined by...Ch. 12.1 - List the elements of the sample space defined by...Ch. 12.1 - List the elements of the sample space defined by...
Ch. 12.1 - Prob. 9ESCh. 12.1 - List the elements of the sample space defined by...Ch. 12.1 - List the sample space of paths that start at A and...Ch. 12.1 - Prob. 12ESCh. 12.1 - Use the counting principle to determine the number...Ch. 12.1 - Use the counting principle to determine the number...Ch. 12.1 - Use the counting principle to determine the number...Ch. 12.1 - Use the counting principle to determine the number...Ch. 12.1 - Prob. 17ESCh. 12.1 - Prob. 18ESCh. 12.1 - Use the following experiment. Two digit numbers...Ch. 12.1 - Prob. 20ESCh. 12.1 - Use the following experiment. Two digit numbers...Ch. 12.1 - Prob. 22ESCh. 12.1 - Prob. 23ESCh. 12.1 - Use the following experiment. Two digit numbers...Ch. 12.1 - Prob. 25ESCh. 12.1 - Use the following experiment. Four cards labeled...Ch. 12.1 - Prob. 27ESCh. 12.1 - Use the following experiment. Four cards labeled...Ch. 12.1 - Prob. 29ESCh. 12.1 - Use the following experiment. A state lottery game...Ch. 12.1 - Use the following experiment. A state lottery game...Ch. 12.1 - Use the following experiment. A state lottery game...Ch. 12.1 - Prob. 33ESCh. 12.1 - Prob. 34ESCh. 12.1 - Prob. 35ESCh. 12.1 - Prob. 36ESCh. 12.2 - For each of the following exercises, assume that a...Ch. 12.2 - For each of the following exercises., assume that...Ch. 12.2 - For each of the following exercises, assume that a...Ch. 12.2 - For each of the following exercises, assume that a...Ch. 12.2 - For each of the following exercises, assume that a...Ch. 12.2 - Prob. 1ESCh. 12.2 - Prob. 2ESCh. 12.2 - Prob. 3ESCh. 12.2 - Prob. 4ESCh. 12.2 - Evaluate the expression. (83)!Ch. 12.2 - Prob. 6ESCh. 12.2 - Evaluate the expression. P(8,5)Ch. 12.2 - Evaluate the expression. P(7,2)Ch. 12.2 - Evaluate the expression. P(9,7)Ch. 12.2 - Prob. 10ESCh. 12.2 - Evaluate the expression. P(8,0)Ch. 12.2 - Evaluate the expression. P(7,0)Ch. 12.2 - Evaluate the expression. P(8,8)Ch. 12.2 - Prob. 14ESCh. 12.2 - Evaluate the expression. P(8,2)P(5,3)Ch. 12.2 - Prob. 16ESCh. 12.2 - Evaluate the expression. P(6,0)P(6,6)Ch. 12.2 - P(10,4)P(8,4) Evaluate the expression....Ch. 12.2 - Evaluate the expression. C(9,2)Ch. 12.2 - Prob. 20ESCh. 12.2 - Evaluate the expression. C(12,0)Ch. 12.2 - Prob. 22ESCh. 12.2 - Prob. 23ESCh. 12.2 - Evaluate the expression. C(8,5)C(9,4)Ch. 12.2 - Prob. 25ESCh. 12.2 - Evaluate the expression. C(4,3)C(5,2)C(9,5)Ch. 12.2 - Prob. 27ESCh. 12.2 - Prob. 28ESCh. 12.2 - Prob. 29ESCh. 12.2 - Evaluate the expression. 5!C(18,0)Ch. 12.2 - How many combinations are possible? Assume that...Ch. 12.2 - How many combinations are possible? Assume that...Ch. 12.2 - How many combinations are possible? Assume that...Ch. 12.2 - Prob. 34ESCh. 12.2 - Is it possible to calculate C(7,9)? Think of your...Ch. 12.2 - Prob. 36ESCh. 12.2 - Music Downloads A student downloaded 5 music tiles...Ch. 12.2 - Elections The board of directors of a corporation...Ch. 12.2 - Elections A committee of 16 students must select a...Ch. 12.2 - The Olympics A gold, a silver, and a bronze medal...Ch. 12.2 - Music Festival Six country music bands and 3 rock...Ch. 12.2 - Prob. 42ESCh. 12.2 - Passwords A password require 8 characters. If a...Ch. 12.2 - Gardening A gardener is planting a row of tulip...Ch. 12.2 - Prob. 45ESCh. 12.2 - Platoons A typical platoon consists of 20...Ch. 12.2 - Exam Questions A professor gives his students 7...Ch. 12.2 - Test Banks A math quiz is generated by randomly...Ch. 12.2 - Committee Selection A committee of 6 people is...Ch. 12.2 - Quality Control In a shipment of 20 smart phones,...Ch. 12.2 - Prob. 51ESCh. 12.2 - Basketball In the Eastern Conference of the...Ch. 12.2 - Prob. 53ESCh. 12.2 - Prob. 54ESCh. 12.2 - Softball Eighteen people decide to play softball....Ch. 12.2 - Bowling Fifteen people decide to form a bowling...Ch. 12.2 - Signal Flags The Coast Guard uses signal flags as...Ch. 12.2 - Pizza Toppings A restaurant offers a special pizza...Ch. 12.2 - Letter Arrangements How many different letter...Ch. 12.2 - Prob. 60ESCh. 12.2 - Coin Tosses Ten identical coins are tossed. How...Ch. 12.2 - Coin Tosses Twelve identical coins are tossed. How...Ch. 12.2 - Prob. 63ESCh. 12.2 - Prob. 64ESCh. 12.2 - Refer to a standard deck of playing cards. Assume...Ch. 12.2 - Prob. 66ESCh. 12.2 - Refer to a standard deck of playing cards. Assume...Ch. 12.2 - Prob. 68ESCh. 12.2 - Prob. 69ESCh. 12.2 - Refer to a standard deck of playing cards. Assume...Ch. 12.2 - Prob. 71ESCh. 12.2 - Prob. 72ESCh. 12.2 - Prob. 73ESCh. 12.3 - Using the recorded data, calculate the empirical...Ch. 12.3 - The theoretical probability that a toothpick will...Ch. 12.3 - Prob. 3EECh. 12.3 - Prob. 4EECh. 12.3 - Prob. 5EECh. 12.3 - Prob. 6EECh. 12.3 - List the elements of the sample space for each...Ch. 12.3 - Prob. 2ESCh. 12.3 - List the elements of the sample space for each...Ch. 12.3 - List the elements of the sample space for each...Ch. 12.3 - List the elements of the sample space for each...Ch. 12.3 - List the elements of the sample space for each...Ch. 12.3 - Assume that it is equally likely for a child to be...Ch. 12.3 - Assume that it is equally likely for a child to be...Ch. 12.3 - Assume that it is equally likely for a child to be...Ch. 12.3 - Prob. 10ESCh. 12.3 - Assume that it is equally likely for a child to be...Ch. 12.3 - Assume that it is equally likely for a child to be...Ch. 12.3 - Assume that it is equally likely for a child to be...Ch. 12.3 - Prob. 14ESCh. 12.3 - Assume that it is equally likely for a child to be...Ch. 12.3 - Prob. 16ESCh. 12.3 - A coin is tossed 4 times. Assuming the coin is...Ch. 12.3 - A coin is tossed 4 times. Assuming the coin is...Ch. 12.3 - In Exercises 19 to 22, a dodecahedral die (one...Ch. 12.3 - In Exercises 19 to 22, a dodecahedral die (one...Ch. 12.3 - In Exercises 19 to 22, a dodecahedral die (one...Ch. 12.3 - Prob. 22ESCh. 12.3 - In Exercises 23 to 32, 2 regular 6-sided dice are...Ch. 12.3 - Prob. 24ESCh. 12.3 - In Exercises 23 to 32, 2 regular 6-sided dice are...Ch. 12.3 - Prob. 26ESCh. 12.3 - In Exercises 23 to 32, 2 regular 6-sided dice are...Ch. 12.3 - Prob. 28ESCh. 12.3 - In Exercises 23 to 32, 2 regular 6-sided dice are...Ch. 12.3 - In Exercises 23 to 32, 2 regular 6-sided dice are...Ch. 12.3 - In Exercises 23 to 32, 2 regular 6-sided dice are...Ch. 12.3 - Prob. 32ESCh. 12.3 - If 2 dice are rolled, compute the probability of...Ch. 12.3 - Prob. 34ESCh. 12.3 - In Exercises 35 to 38. a card is selected at...Ch. 12.3 - Prob. 36ESCh. 12.3 - In Exercises 35 to 38. a card is selected at...Ch. 12.3 - Prob. 38ESCh. 12.3 - Voter Characteristics In Exercises 39 to 44, use...Ch. 12.3 - Prob. 40ESCh. 12.3 - Voter Characteristics In Exercises 39 to 44, use...Ch. 12.3 - Voter Characteristics In Exercises 39 to 44, use...Ch. 12.3 - Voter Characteristics In Exercises 39 to 44, use...Ch. 12.3 - Prob. 44ESCh. 12.3 - Education Levels In Exercises 45 to 48, a survey...Ch. 12.3 - Education Levels In Exercises 45 to 48, a survey...Ch. 12.3 - Education Levels In Exercises 45 to 48, a survey...Ch. 12.3 - Education Levels In Exercises 45 to 48, a survey...Ch. 12.3 - Annual Salaries A random survey asked respondents...Ch. 12.3 - Prob. 50ESCh. 12.3 - Annual Salaries A random survey asked respondents...Ch. 12.3 - Prob. 52ESCh. 12.3 - Prob. 53ESCh. 12.3 - Prob. 54ESCh. 12.3 - Genotypes The eye color of mice is determined by a...Ch. 12.3 - Genotypes The height of a certain plant is...Ch. 12.3 - Prob. 57ESCh. 12.3 - Prob. 58ESCh. 12.3 - The odds in favor of an event are given. Compute...Ch. 12.3 - Prob. 60ESCh. 12.3 - The odds in favor of an event are given. Compute...Ch. 12.3 - Prob. 62ESCh. 12.3 - The odds in favor of an event are given. Compute...Ch. 12.3 - Prob. 64ESCh. 12.3 - The probability of an event is given. Find the...Ch. 12.3 - Prob. 66ESCh. 12.3 - Prob. 67ESCh. 12.3 - Prob. 68ESCh. 12.3 - The probability of an event is given. Find the...Ch. 12.3 - Prob. 70ESCh. 12.3 - Game Shows The game board for the television show...Ch. 12.3 - Prob. 72ESCh. 12.3 - If a single fair die is rolled, what are the odds...Ch. 12.3 - Prob. 74ESCh. 12.3 - A coin is tossed 4 limes. What are the odds...Ch. 12.3 - Prob. 76ESCh. 12.3 - Use the table, which is based on information from...Ch. 12.3 - Prob. 78ESCh. 12.3 - Football A bookmaker has placed 8 to 3 odds...Ch. 12.3 - Candy Colors A snack-size bag of M&Ms candies...Ch. 12.3 - If 4 cards labeled A, B, C, and D are randomly...Ch. 12.3 - Prob. 82ESCh. 12.3 - Prob. 83ESCh. 12.3 - Prob. 84ESCh. 12.3 - Prob. 85ESCh. 12.3 - Prob. 86ESCh. 12.3 - Prob. 87ESCh. 12.3 - Prob. 88ESCh. 12.3 - Roulette Exercises 86(091 use the casino game...Ch. 12.3 - Prob. 90ESCh. 12.3 - Prob. 91ESCh. 12.4 - Prob. 1EECh. 12.4 - Prob. 2EECh. 12.4 - Prob. 3EECh. 12.4 - Prob. 4EECh. 12.4 - Some casinos will let you choose up to 20 numbers....Ch. 12.4 - If 20 numbers are chosen, find the probability of...Ch. 12.4 - Prob. 1ESCh. 12.4 - Prob. 2ESCh. 12.4 - In Exercises 3 to 6, first verify that the...Ch. 12.4 - Prob. 4ESCh. 12.4 - In Exercises 3 to 6, first verify that the...Ch. 12.4 - Prob. 6ESCh. 12.4 - If P(A)=0.2,P(B)=0.5, and P(AandB)=0.1. find...Ch. 12.4 - Prob. 8ESCh. 12.4 - If P(A)=0.3,P(B)=0.8, and P(AorB)=0.9. Find...Ch. 12.4 - Prob. 10ESCh. 12.4 - In Exercises 11 to 14, suppose you ask a friend to...Ch. 12.4 - Prob. 12ESCh. 12.4 - In Exercises 11 to 14, suppose you ask a friend to...Ch. 12.4 - Prob. 14ESCh. 12.4 - In Exercises 15 to 20, two dice are rolled....Ch. 12.4 - Prob. 16ESCh. 12.4 - In Exercises 15 to 20, two dice are rolled....Ch. 12.4 - Prob. 18ESCh. 12.4 - In Exercises 15 to 20, two dice are rolled....Ch. 12.4 - In Exercises 15 to 20, two dice are rolled....Ch. 12.4 - In Exercises 21 to 26, a single card is drawn from...Ch. 12.4 - Prob. 22ESCh. 12.4 - In Exercises 2110 26. a single card is drawn from...Ch. 12.4 - Prob. 24ESCh. 12.4 - In Exercises 2110 26. a single card is drawn from...Ch. 12.4 - Prob. 26ESCh. 12.4 - Employment In Exercises 27 to 30, use the data in...Ch. 12.4 - Employment In Exercises 27 to 30, use the data in...Ch. 12.4 - Employment In Exercises 27 to 30, use the data in...Ch. 12.4 - Prob. 30ESCh. 12.4 - Contests If the probability of winning a...Ch. 12.4 - Prob. 32ESCh. 12.4 - Professional Sports The National Collegiate -...Ch. 12.4 - Prob. 34ESCh. 12.4 - Use the formula for the probability of the...Ch. 12.4 - Prob. 36ESCh. 12.4 - Use the formula for the probability of the...Ch. 12.4 - Prob. 38ESCh. 12.4 - Use the formula for the probability of the...Ch. 12.4 - Use the formula for the probability of the...Ch. 12.4 - Prob. 41ESCh. 12.4 - Prob. 42ESCh. 12.4 - Prob. 43ESCh. 12.4 - Prob. 44ESCh. 12.4 - Prob. 45ESCh. 12.4 - Prob. 46ESCh. 12.4 - Prob. 47ESCh. 12.4 - If a person draws 3 cards from a standard deck...Ch. 12.4 - Prob. 49ESCh. 12.4 - Prob. 50ESCh. 12.4 - Prob. 51ESCh. 12.4 - Coins A bag contains 44 U.S. quarters and 6...Ch. 12.4 - Prob. 53ESCh. 12.4 - Prob. 54ESCh. 12.4 - Door Codes A planned community has 300 homes, each...Ch. 12.4 - Monty Hall Problem When someone is first presented...Ch. 12.4 - Prob. 57ESCh. 12.4 - Prob. 58ESCh. 12.5 - Prob. 1EECh. 12.5 - Prob. 2EECh. 12.5 - Prob. 3EECh. 12.5 - Prob. 4EECh. 12.5 - Prob. 1ESCh. 12.5 - Prob. 2ESCh. 12.5 - In Exercises 3 to 6, compute the conditional...Ch. 12.5 - Prob. 4ESCh. 12.5 - In Exercises 3 to 6, compute the conditional...Ch. 12.5 - In Exercises 3 to 6, compute the conditional...Ch. 12.5 - Employment In Exercises 7 to 10, use the data in...Ch. 12.5 - Employment In Exercises 7 to 10, use the data in...Ch. 12.5 - Employment In Exercises 7 to 10, use the data in...Ch. 12.5 - Prob. 10ESCh. 12.5 - Video Games In Exercises 11 to 14, use the data in...Ch. 12.5 - Video Games In Exercises 11 to 14, use the data in...Ch. 12.5 - Video Games In Exercises 11 to 14, use the data in...Ch. 12.5 - Prob. 14ESCh. 12.5 - A pair of dice is tossed. Find the probability...Ch. 12.5 - Prob. 16ESCh. 12.5 - A pair of dice is tossed. What is the probability...Ch. 12.5 - Prob. 18ESCh. 12.5 - What is the probability of drawing 2 cards in...Ch. 12.5 - Prob. 20ESCh. 12.5 - Two cards are drawn from a standard deck without...Ch. 12.5 - Prob. 22ESCh. 12.5 - Candy Colors In Exercises 23 to 26, a snack-size...Ch. 12.5 - Prob. 24ESCh. 12.5 - Candy Colors In Exercises 23 to 26, a snack-size...Ch. 12.5 - Prob. 26ESCh. 12.5 - In Exercises 27 to 30, 3 cards are dealt from a...Ch. 12.5 - Prob. 28ESCh. 12.5 - In Exercises 27 to 30, 3 cards are dealt from a...Ch. 12.5 - Prob. 30ESCh. 12.5 - Student Attendance In Exercises 31 to 34, the...Ch. 12.5 - Prob. 32ESCh. 12.5 - Student Attendance In Exercises 31 to 34, the...Ch. 12.5 - Student Attendance In Exercises 31 to 34, the...Ch. 12.5 - Prob. 35ESCh. 12.5 - Prob. 36ESCh. 12.5 - Prob. 37ESCh. 12.5 - Prob. 38ESCh. 12.5 - Prob. 39ESCh. 12.5 - Prob. 40ESCh. 12.5 - Prob. 41ESCh. 12.5 - In Exercises 39 to 44, a pair of dice is tossed...Ch. 12.5 - Prob. 43ESCh. 12.5 - Prob. 44ESCh. 12.5 - Prob. 45ESCh. 12.5 - Prob. 46ESCh. 12.5 - Prob. 47ESCh. 12.5 - Prob. 48ESCh. 12.5 - Prob. 49ESCh. 12.5 - In Exercises 4910 54, a card is drawn from a...Ch. 12.5 - Prob. 51ESCh. 12.5 - Prob. 52ESCh. 12.5 - Prob. 53ESCh. 12.5 - Prob. 54ESCh. 12.5 - A standard deck of playing cards is shuffled, and...Ch. 12.5 - Prob. 56ESCh. 12.5 - A hag contains 5 red marbles, 4 green marbles, and...Ch. 12.5 - Prob. 58ESCh. 12.5 - Prob. 59ESCh. 12.5 - Prob. 60ESCh. 12.5 - Prob. 61ESCh. 12.5 - Prob. 62ESCh. 12.5 - Monty Hall Problem This is another explanation,...Ch. 12.6 - Compute the probability that if a bet is placed on...Ch. 12.6 - Prob. 2EECh. 12.6 - Prob. 3EECh. 12.6 - Prob. 4EECh. 12.6 - Prob. 5EECh. 12.6 - Determine the expectation for wagering $1 on the...Ch. 12.6 - Prob. 7EECh. 12.6 - Prob. 8EECh. 12.6 - Prob. 1ESCh. 12.6 - The outcomes of an experiment and the probability...Ch. 12.6 - Roulette One of the wagers in the game of roulette...Ch. 12.6 - Roulette One of the wagers in roulette is to bet...Ch. 12.6 - Casino Games Many casinos have a game called the...Ch. 12.6 - Casino Games Many casinos have a game called the...Ch. 12.6 - Casino Games Many casinos have a game called the...Ch. 12.6 - Casino Games Many casinos have a game called the...Ch. 12.6 - Life Insurance Exercises 9 to 14 use data taken...Ch. 12.6 - Life Insurance Exercises 9 to 14 use data taken...Ch. 12.6 - Prob. 11ESCh. 12.6 - Prob. 12ESCh. 12.6 - Prob. 13ESCh. 12.6 - Prob. 14ESCh. 12.6 - Construction A construction company has been hired...Ch. 12.6 - Prob. 16ESCh. 12.6 - Design Consultant A consultant has been hired to...Ch. 12.6 - Prob. 18ESCh. 12.6 - If a pair of regular dice is tossed once, use the...Ch. 12.6 - Consider rolling a pair of unusual dice, for which...Ch. 12.6 - Prob. 21ESCh. 12.6 - Suppose you purchase a ticket for a prize and your...Ch. 12.6 - Prob. 23ESCh. 12.6 - Prob. 24ESCh. 12 - List the elements of the sample space for the...Ch. 12 - Prob. 2RECh. 12 - Prob. 3RECh. 12 - Prob. 4RECh. 12 - An athletic shoe store sells running shoes in 3...Ch. 12 - Prob. 6RECh. 12 - Prob. 7RECh. 12 - Prob. 8RECh. 12 - Prob. 9RECh. 12 - Prob. 10RECh. 12 - Prob. 11RECh. 12 - Prob. 12RECh. 12 - Prob. 13RECh. 12 - Prob. 14RECh. 12 - Prob. 15RECh. 12 - A matching test has 7 definitions that are to be...Ch. 12 - A matching test has 7 definitions to be matched...Ch. 12 - Prob. 18RECh. 12 - Twelve identical coins are tossed. How many...Ch. 12 - Work Shifts Three positions are open at a...Ch. 12 - A professor assigns 25 homework problems, of which...Ch. 12 - Prob. 22RECh. 12 - Quality Control A quality control inspector...Ch. 12 - Prob. 24RECh. 12 - 25. How many 5-card poker hands consist of 4 of a...Ch. 12 - Prob. 26RECh. 12 - Prob. 27RECh. 12 - Prob. 28RECh. 12 - Use the table below, which shows the number of...Ch. 12 - Use the table below, which shows the number of...Ch. 12 - Prob. 31RECh. 12 - Prob. 32RECh. 12 - Prob. 33RECh. 12 - Prob. 34RECh. 12 - Prob. 35RECh. 12 - Prob. 36RECh. 12 - Prob. 37RECh. 12 - Prob. 38RECh. 12 - Prob. 39RECh. 12 - Prob. 40RECh. 12 - Prob. 41RECh. 12 - Prob. 42RECh. 12 - Prob. 43RECh. 12 - Prob. 44RECh. 12 - Two cards are drawn, without replacement, from a...Ch. 12 - Prob. 46RECh. 12 - A box contains 24 different colored chips that are...Ch. 12 - Prob. 48RECh. 12 - A box contains 24 different colored chips that are...Ch. 12 - Prob. 50RECh. 12 - A box contains 24 different colored chips that are...Ch. 12 - Prob. 52RECh. 12 - Use the table below, which shows the number of...Ch. 12 - Use the table below, which shows the number of...Ch. 12 - Use the table below, which shows the number of...Ch. 12 - Prob. 56RECh. 12 - Prob. 57RECh. 12 - Prob. 58RECh. 12 - Prob. 59RECh. 12 - Prob. 60RECh. 12 - Prob. 61RECh. 12 - Prob. 62RECh. 12 - Prob. 63RECh. 12 - Prob. 64RECh. 12 - 1 will flip 2 coins. If both coins come up tails,...Ch. 12 - Raffle Tickets For a fundraiser, an elementary...Ch. 12 - Prob. 67RECh. 12 - Prob. 68RECh. 12 - Life Insurance The probability that a 19-year-old...Ch. 12 - Construction A construction company has bid on a...Ch. 12 - Prob. 1TCh. 12 - Computer Systems A computer system can be...Ch. 12 - Prob. 3TCh. 12 - Prob. 4TCh. 12 - Prob. 5TCh. 12 - Prob. 6TCh. 12 - Prob. 7TCh. 12 - Prob. 8TCh. 12 - Prob. 9TCh. 12 - Prob. 10TCh. 12 - Prob. 11TCh. 12 - Prob. 12TCh. 12 - Prob. 13TCh. 12 - Prob. 14T
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