Explanation Given information: The statement is given as “If X = { x 1 , x 2 , ... , x n } . The number of r − combinations with repetition allowed (or multisets of size r ) chosen from X is _____.” A multiset of size r is defined as a set of r number of elements with some of these elements are equal. If a multiset of size r is formed from the set of n elements such that X = { x 1 , x 2 , ... , x n } , the multiset can be written as a r − combination with repetition, [ x i 1 , x i 2 , ... , x i r ]

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Chapter 9.6, Problem 2TY

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To fill in the blanks in the statement, “If X={x1,x2,...,xn}. The number of r− combinations with repetition allowed (or multisets of size r ) chosen from X is ____.”

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Chapter 9.6, Problem 1TY

Chapter 9.6, Problem 3TY

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Problem 3 Ten measurements of an impurity concentration in a process stream have been recorded. The sample mean is 87ppm and the sample standard deviation is ±13 ppm. Consider the null hypothesis that the impurity concentration has a true mean μo. Part A: Desired Probability that the sample mean will satisfy the null hypothesis: P = 0.4 Part B: Using the chart below, determine the4 highest value of the true mean that will lead to the null hypothesis being accepted with the probability assigned in Part A 1.00 0.90 0.80 0.70 0.60 0.50 0.40 Probability of accepting Ho 0.30 0.20 0.10 1 ° 0 30 40 50 75 100 10 0.2 0.4 0.6 0.8 1.0 1.2 =2.5 1.4 1.6 1.8 2.0 2.2 2.4 2.6 d 2.8 3.0 3.2

Problem 2 A chemical reactor system has been designed to perform optimally when operated at 150°C. The hypothesis test that will be used for evaluating the operating temperature will rely on 10 successive temperature measurements and will assign a 95% confidence interval for the result. The reactor system is judged to have a standard deviation of ±3°C. Part A: Actual operating temperature of the process T[°C] = 152.90 Part B: What is the probability that the hypothesis test for operating at 150°C described above will give a false acceptance (i.e., a type II error)?

Chapter 9 Solutions

DISCRETE MATHEMATICS WITH APPLICATION (

Ch. 9.1 - A sample space of a random process or experiment...Ch. 9.1 - An event in a sample space is .Ch. 9.1 - To compute the probability of an event using the...Ch. 9.1 - Prob. 4TY Ch. 9.1 - Toss two coins 30 times and make a table showing...Ch. 9.1 - In the example of tossing two quarters, what is...Ch. 9.1 - In 3-6 use the sample space given in Example...Ch. 9.1 - In 3-6 use the sample space given in Example...Ch. 9.1 - In 3-6 use the sample space given in Example...Ch. 9.1 - In 3-6 use the sample space given in Example...

Ch. 9.1 - In 7-10, use the sample space given in Example...Ch. 9.1 - In 7-10, use the sample space given in Example...Ch. 9.1 - In 7-10, use the sample space given in Example...Ch. 9.1 - In 7-10, use the sample space given in Example...Ch. 9.1 - Suppose that a coin is tossed three times and the...Ch. 9.1 - Suppose that each child born is equally likely to...Ch. 9.1 - Suppose that on a true/false exam you have no idea...Ch. 9.1 - There people have been exposed to a certain...Ch. 9.1 - Prob. 15ES Ch. 9.1 - Two faces of a six-sided die are painted red, two...Ch. 9.1 - Prob. 17ES Ch. 9.1 - Prob. 18ES Ch. 9.1 - An urn contains two blue balls (denoted B1 and B2)...Ch. 9.1 - Relet to Example 9.1.3. Suppose you are appealing...Ch. 9.1 - Prob. 21ES Ch. 9.1 - a. How many positive three-digit integers are...Ch. 9.1 - Suppose A[1],A[2],A[3],....,A[n] is a...Ch. 9.1 - Suppose A[1],A[2],...,A[n] is a one-dimensional...Ch. 9.1 - Suppose A[1], A[2],…A[n] is a one-dimensional...Ch. 9.1 - Prob. 26ES Ch. 9.1 - What is the 62nd element in the one-dimensional...Ch. 9.1 - If the largest of 56 consecutive integers is 279,...Ch. 9.1 - Prob. 29ES Ch. 9.1 - How many even integers are between 1 and 1,.001?Ch. 9.1 - Prob. 31ES Ch. 9.1 - A certain non-leap year has 365 days, and January...Ch. 9.1 - Prove Theorem 9.1.1. (Let m be any integer and...Ch. 9.2 - The multiplication rule says that if an operation...Ch. 9.2 - A permutation of a set of elements is_________.Ch. 9.2 - Prob. 3TY Ch. 9.2 - Prob. 4TY Ch. 9.2 - Prob. 5TY Ch. 9.2 - Prob. 6TY Ch. 9.2 - Prob. 1ES Ch. 9.2 - Prob. 2ES Ch. 9.2 - Prob. 3ES Ch. 9.2 - Prob. 4ES Ch. 9.2 - Prob. 5ES Ch. 9.2 - One urn contains two black balls (Labeled B1 and...Ch. 9.2 - One urn contains one blue ball (labeled B1) and...Ch. 9.2 - A person buying a personal computer system is...Ch. 9.2 - Suppose there are three roads from city A to city...Ch. 9.2 - Suppose there are three routes from North Point to...Ch. 9.2 - (a)A bit string is a finite sequence of 0’s and...Ch. 9.2 - Hexadecimal numbers are made using the sixteen...Ch. 9.2 - A coin is tossed four times. Each time the result...Ch. 9.2 - Suppose that in a certain stale, all automobile...Ch. 9.2 - A combination lock requires three selections of...Ch. 9.2 - a. How many integers are there from 10 through 99?...Ch. 9.2 - a. How many integers arc there from 1000 through...Ch. 9.2 - The following diagram shows the keypad for an...Ch. 9.2 - Three officers-a president, a treasurer, and a...Ch. 9.2 - Prob. 20ES Ch. 9.2 - Suppose A is a set with m elements and B is a set...Ch. 9.2 - Prob. 22ES Ch. 9.2 - In Section 2.5 we showed how integers can be...Ch. 9.2 - In each of 24—28, determine how many times the...Ch. 9.2 - In each of 24-28, determine how many times...Ch. 9.2 - Prob. 26ES Ch. 9.2 - Prob. 27ES Ch. 9.2 - Prob. 28ES Ch. 9.2 - Consider the numbers 1 through 99,999 in their...Ch. 9.2 - Prob. 30ES Ch. 9.2 - a. If p is a prime number and a is a positive...Ch. 9.2 - (a) How many ways can the letters of the word...Ch. 9.2 - Six people attend the theater together and sit in...Ch. 9.2 - Prob. 34ES Ch. 9.2 - Write all the 2-permutations of {W,X,Y,Z}.Ch. 9.2 - Write all the 3-permutations of {s,t,u,v}.Ch. 9.2 - Evaluate the following quantities. a. P(6,4)b....Ch. 9.2 - a. How many 3-permutations are there of a set of...Ch. 9.2 - a. How many ways can three of the letters of the...Ch. 9.2 - Prove that for every integer n2. P(n+1,3)=n3n Ch. 9.2 - Prob. 41ES Ch. 9.2 - Prob. 42ES Ch. 9.2 - Prob. 43ES Ch. 9.2 - Prove Theorem 9.2.1 by mathematical induction.Ch. 9.2 - Prove Theorem 9.2.2 by mathematical induction.Ch. 9.2 - Prob. 46ES Ch. 9.2 - Prob. 47ES Ch. 9.3 - The addition rule says that if a finite set A...Ch. 9.3 - Prob. 2TY Ch. 9.3 - Prob. 3TY Ch. 9.3 - Prob. 4TY Ch. 9.3 - Prob. 5TY Ch. 9.3 - (a) How many bit string consist of from one...Ch. 9.3 - (a) How many string of hexadecimal digits consist...Ch. 9.3 - (a) How many integers from 1 through 999 do not...Ch. 9.3 - How many arrangements in a row of no more than...Ch. 9.3 - (a) How many five-digit integers (integers from...Ch. 9.3 - In a certain stale, all license plain consist of...Ch. 9.3 - At a certain company, passwords must be from...Ch. 9.3 - In a certain country license plates consist of...Ch. 9.3 - a. Consider the following algorithm segment: for...Ch. 9.3 - A calculator has an eight-digit display and a...Ch. 9.3 - a. How many ways can the letters of the word QUICK...Ch. 9.3 - (a) How many ways can the letters of the word...Ch. 9.3 - A group of eight people are attending the movies...Ch. 9.3 - Prob. 14ES Ch. 9.3 - Prob. 15ES Ch. 9.3 - Prob. 16ES Ch. 9.3 - (a) How many string of four hexadecimal digits do...Ch. 9.3 - Prob. 18ES Ch. 9.3 - A combination lock requires three selections of...Ch. 9.3 - (a) How many integers from 1 through 100,000...Ch. 9.3 - Prob. 21ES Ch. 9.3 - Consider strings of length n over the set {a, b,...Ch. 9.3 - (a) How many integers from 1 through 1,000 are...Ch. 9.3 - (a) How many integers from 1 through 1,000 are...Ch. 9.3 - Prob. 25ES Ch. 9.3 - Prob. 26ES Ch. 9.3 - For each integer n0 . let akbe the number of bit...Ch. 9.3 - Prob. 28ES Ch. 9.3 - Refer to Example 9.3.5. Write the following IP...Ch. 9.3 - A now in a classroom has n seats. Let sn be the...Ch. 9.3 - Assume that birthdays are equally likely to occur...Ch. 9.3 - Assuming that all years have 365 days and all...Ch. 9.3 - A college conducted a survey to explore the...Ch. 9.3 - A study was done to determine the efficacy of...Ch. 9.3 - Prob. 35ES Ch. 9.3 - Prob. 36ES Ch. 9.3 - Prob. 37ES Ch. 9.3 - Prob. 38ES Ch. 9.3 - Prob. 39ES Ch. 9.3 - Prob. 40ES Ch. 9.3 - For 40 and 41, use the definition of the Euler phi...Ch. 9.3 - Prob. 42ES Ch. 9.3 - Prob. 43ES Ch. 9.3 - Prob. 44ES Ch. 9.3 - Prob. 45ES Ch. 9.3 - Prob. 46ES Ch. 9.3 - Prob. 47ES Ch. 9.3 - Prob. 48ES Ch. 9.3 - Prob. 49ES Ch. 9.4 - The pigeonhole principle states that_______Ch. 9.4 - The generalized pigeonhole principle states that...Ch. 9.4 - If X and Y are finite sets and f is a function...Ch. 9.4 - A small town has only 500 residents. Must there be...Ch. 9.4 - In a group of 700 people, must there be 2 who have...Ch. 9.4 - (a) Given any set of four integers, must there be...Ch. 9.4 - (a) Given any set of seven integers, must there be...Ch. 9.4 - Let S={3,4,5,6,7,8,9,10,11,12} . Suppose six...Ch. 9.4 - Let T={1,2,3,4,5,6,7,8,9}. Suppose five integers...Ch. 9.4 - (a) If seven integers are chosen from between 1...Ch. 9.4 - If n+1 integers are from the set {1,2,3,...2n}....Ch. 9.4 - If n+1 integers are chosen from the set...Ch. 9.4 - Prob. 12ES Ch. 9.4 - Suppose six pairs of similar-looking boots are...Ch. 9.4 - Prob. 14ES Ch. 9.4 - If n is a positive integer, how many integers from...Ch. 9.4 - How many integer from 1 through 100 must you pick...Ch. 9.4 - Prob. 17ES Ch. 9.4 - How many integers must you pick in order to be...Ch. 9.4 - How many integers from 100 through 999 must you...Ch. 9.4 - Prob. 20ES Ch. 9.4 - When 683/1493 is written as a decimal what is the...Ch. 9.4 - Prob. 22ES Ch. 9.4 - Prob. 23ES Ch. 9.4 - Show that within any set of thirteen integers...Ch. 9.4 - Prob. 25ES Ch. 9.4 - Prob. 26ES Ch. 9.4 - In a group of 2,000 people, must at least 5 have...Ch. 9.4 - A programmer writes 500 lines of computer code in...Ch. 9.4 - A certain collage class has 40 students. All the...Ch. 9.4 - A penny collection contains twelve 1967 pennies,...Ch. 9.4 - A group of 15 exeutives are to share 5 assistants....Ch. 9.4 - Prob. 32ES Ch. 9.4 - Prob. 33ES Ch. 9.4 - Let S be a set of ten integers chosen from 1...Ch. 9.4 - Prob. 35ES Ch. 9.4 - Show that if 101 integers are chosen from 1 to 200...Ch. 9.4 - a. Suppose a1,a2,...,an is a sequence of n...Ch. 9.4 - Prob. 38ES Ch. 9.4 - What is the largest number of elements that a set...Ch. 9.4 - Prob. 40ES Ch. 9.5 - Prob. 1TY Ch. 9.5 - The number of r-combinations of a set of n...Ch. 9.5 - Prob. 3TY Ch. 9.5 - Prob. 4TY Ch. 9.5 - Prob. 5TY Ch. 9.5 - Prob. 1ES Ch. 9.5 - Prob. 2ES Ch. 9.5 - Prob. 3ES Ch. 9.5 - Write an equation relating P(8,3) and (38) .Ch. 9.5 - Use Theorem 9.5.1 to compute each of the...Ch. 9.5 - A student council consists of 15 students. a. In...Ch. 9.5 - A computer programming team has 13 members. a. How...Ch. 9.5 - An instructor gives an exam with fourteen...Ch. 9.5 - A club is cosidering changing its bylaws. In an...Ch. 9.5 - Two new drugs -ire to be tested using a group of...Ch. 9.5 - Refer to Example 9.5.9. For each poker holding...Ch. 9.5 - How many pairs of two distinct integers chosen...Ch. 9.5 - A coin is tossed ten times. In each case the...Ch. 9.5 - (a) How many 16-bit strings contain exactly seven...Ch. 9.5 - (a) How many even integer are in the set...Ch. 9.5 - Suppose that three microchips in a production run...Ch. 9.5 - Ten points Libeled A. B. C. D. E. F. G. H, I. J...Ch. 9.5 - Prob. 18ES Ch. 9.5 - (a) How many distinguishable ways can the letters...Ch. 9.5 - a. How man distinguishable ways can the letters...Ch. 9.5 - In Morse code, symbols are represented by...Ch. 9.5 - Each symbol in the Braile code is represented by a...Ch. 9.5 - On an 88 chessboard, a rook is allowed to move any...Ch. 9.5 - The number 42 has the prime factorization 237 ....Ch. 9.5 - a. How many one-of-one functions ant there from a...Ch. 9.5 - a. How many onto functions are there from a set...Ch. 9.5 - Let A be a set with eight elements. How many...Ch. 9.5 - A student council consists of three freshmen, four...Ch. 9.5 - Prob. 29ES Ch. 9.5 - Prob. 30ES Ch. 9.6 - Given a set X={x1,x1,,xn} , an r-combination with...Ch. 9.6 - Prob. 2TY Ch. 9.6 - Prob. 3TY Ch. 9.6 - (a) According to Theorem 9.6.1, how many...Ch. 9.6 - (a) According to Theorem 9.6.1, how many multisets...Ch. 9.6 - A bakery produces six different kinds of pastry,...Ch. 9.6 - A camera shop stocks eight different types of...Ch. 9.6 - If n is a positive integer, how many 4-tuples of...Ch. 9.6 - If n is a positive integer, how many 5-tuples of...Ch. 9.6 - Prob. 7ES Ch. 9.6 - Prob. 8ES Ch. 9.6 - In 8 and 9, how many times will the innermost loop...Ch. 9.6 - Prob. 10ES Ch. 9.6 - Prob. 11ES Ch. 9.6 - Prob. 12ES Ch. 9.6 - In 10-14, find how many solutions there are to the...Ch. 9.6 - In 10-14, find how many solutions there are to the...Ch. 9.6 - Prob. 15ES Ch. 9.6 - Consider the situation in Example 9.6.2. a....Ch. 9.6 - a. A store sells 8 colors of balloons with at...Ch. 9.6 - A large pile of coins consists of penruey nickels,...Ch. 9.6 - Suppose the bakery in exercise 3 has at least...Ch. 9.6 - Suppose the camera shop in exercise 4 can obtain...Ch. 9.6 - Prob. 21ES Ch. 9.7 - If n and r are nonnegative integers with rn , then...Ch. 9.7 - Prob. 2TY Ch. 9.7 - Prob. 3TY Ch. 9.7 - Prob. 4TY Ch. 9.7 - Prob. 5TY Ch. 9.7 - Prob. 6TY Ch. 9.7 - Prob. 7TY Ch. 9.7 - Prob. 1ES Ch. 9.7 - Prob. 2ES Ch. 9.7 - Prob. 3ES Ch. 9.7 - Prob. 4ES Ch. 9.7 - Prob. 5ES Ch. 9.7 - Prob. 6ES Ch. 9.7 - Prob. 7ES Ch. 9.7 - Prob. 8ES Ch. 9.7 - Prob. 9ES Ch. 9.7 - (a) Use Pascal’s triangle given in Table 9.7.1 to...Ch. 9.7 - Prob. 11ES Ch. 9.7 - Use Pascal’s formula repeatedly to derive a...Ch. 9.7 - Use Pascal’s formula to prove by mathematical...Ch. 9.7 - Prob. 14ES Ch. 9.7 - Prove the following generalization of exercise 13:...Ch. 9.7 - Prob. 16ES Ch. 9.7 - Prove that for every integer n0 ,...Ch. 9.7 - Prob. 18ES Ch. 9.7 - Prob. 19ES Ch. 9.7 - Prob. 20ES Ch. 9.7 - Prob. 21ES Ch. 9.7 - Use the binomial theorem to expand the expressions...Ch. 9.7 - Use the binomial theorem to expand the expressions...Ch. 9.7 - Use the binomial theorem to expand the expressions...Ch. 9.7 - Prob. 25ES Ch. 9.7 - Prob. 26ES Ch. 9.7 - Prob. 27ES Ch. 9.7 - Prob. 28ES Ch. 9.7 - Prob. 29ES Ch. 9.7 - Prob. 30ES Ch. 9.7 - In 29-34, find the coefficient of the given term...Ch. 9.7 - In 29-34, find the coefficient of the given term...Ch. 9.7 - Prob. 33ES Ch. 9.7 - In 29-34, find the coefficient of the given term...Ch. 9.7 - Prob. 35ES Ch. 9.7 - For every integer n1 ,...Ch. 9.7 - Prob. 37ES Ch. 9.7 - Prob. 38ES Ch. 9.7 - Prob. 39ES Ch. 9.7 - Prob. 40ES Ch. 9.7 - Prob. 41ES Ch. 9.7 - Prob. 42ES Ch. 9.7 - Prob. 43ES Ch. 9.7 - Prob. 44ES Ch. 9.7 - Prob. 45ES Ch. 9.7 - Prob. 46ES Ch. 9.7 - Prob. 47ES Ch. 9.7 - Prob. 48ES Ch. 9.7 - Prob. 49ES Ch. 9.7 - Prob. 50ES Ch. 9.7 - Express each of the sums in 43—54 in closed form...Ch. 9.7 - Prob. 52ES Ch. 9.7 - Prob. 53ES Ch. 9.7 - Prob. 54ES Ch. 9.7 - Prob. 55ES Ch. 9.8 - If A is an event in a sample space S,P(A) can...Ch. 9.8 - Prob. 2TY Ch. 9.8 - Prob. 3TY Ch. 9.8 - Prob. 4TY Ch. 9.8 - Prob. 5TY Ch. 9.8 - Prob. 1ES Ch. 9.8 - Prob. 2ES Ch. 9.8 - Prob. 3ES Ch. 9.8 - Prob. 4ES Ch. 9.8 - Prob. 5ES Ch. 9.8 - Prob. 6ES Ch. 9.8 - Prob. 7ES Ch. 9.8 - Prob. 8ES Ch. 9.8 - Let A and B be events in a sample space S, and let...Ch. 9.8 - Prob. 10ES Ch. 9.8 - Prob. 11ES Ch. 9.8 - Prob. 12ES Ch. 9.8 - Prob. 13ES Ch. 9.8 - A lottery game offers $2 million to the grand...Ch. 9.8 - A company offers a raffle whose grand prize is a...Ch. 9.8 - An urn contains four balls numbered 2, 2, 5, and...Ch. 9.8 - Prob. 17ES Ch. 9.8 - An urn contains five balls numbered 1,2,2,8, and...Ch. 9.8 - Prob. 19ES Ch. 9.8 - Suppose a person offers to play a game with you....Ch. 9.8 - Prob. 21ES Ch. 9.8 - Prob. 22ES Ch. 9.8 - Prob. 23ES Ch. 9.9 - Prob. 1TY Ch. 9.9 - Prob. 2TY Ch. 9.9 - Prob. 3TY Ch. 9.9 - Prob. 4TY Ch. 9.9 - Prob. 1ES Ch. 9.9 - Prob. 2ES Ch. 9.9 - Prob. 3ES Ch. 9.9 - Prob. 4ES Ch. 9.9 - Suppose that A and B are events in a sample space...Ch. 9.9 - An urn contains 25 red balls and 15 blue balls....Ch. 9.9 - Prob. 7ES Ch. 9.9 - A pool of 10 semifinalists for a job consists of 7...Ch. 9.9 - Prob. 9ES Ch. 9.9 - Prob. 10ES Ch. 9.9 - One urn contains 12 blue balls and 7 white balls,...Ch. 9.9 - Redo exercise 11 assuming that the first urn...Ch. 9.9 - Prob. 13ES Ch. 9.9 - Prob. 14ES Ch. 9.9 - Prob. 15ES Ch. 9.9 - Three different supplier.-X, Y. and Z-provide...Ch. 9.9 - Prob. 17ES Ch. 9.9 - Prob. 18ES Ch. 9.9 - Prob. 19ES Ch. 9.9 - Prob. 20ES Ch. 9.9 - Prob. 21ES Ch. 9.9 - Prob. 22ES Ch. 9.9 - Prob. 23ES Ch. 9.9 - Prob. 24ES Ch. 9.9 - A coin is loaded so that the probability of heads...Ch. 9.9 - Describe a sample space and events A,B, and C,...Ch. 9.9 - Prob. 27ES Ch. 9.9 - Prob. 28ES Ch. 9.9 - Suppose that ten items are chosen at random from a...Ch. 9.9 - Suppose the probability of a false positive result...Ch. 9.9 - Prob. 31ES Ch. 9.9 - Prob. 32ES Ch. 9.9 - Prob. 33ES Ch. 9.9 - Prob. 34ES

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To fill in the blanks in the statement, “If X = { x 1 , x 2 , ... , x n } . The number of r − combinations with repetition allowed (or multisets of size r ) chosen from X is ____.”

Solution Summary: The author explains that a multiset of size r is formed from the set of n elements.

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To fill in the blanks in the statement, “If X={x1,x2,...,xn}. The number of r− combinations with repetition allowed (or multisets of size r ) chosen from X is ____.”

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Chapter 9 Solutions