Finite Mathematics for Business, Economics, Life Sciences and Social Sciences
14th Edition
ISBN: 9780134677972
Author: Barnett
Publisher: PEARSON
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Textbook Question
Chapter B.3, Problem 9E
In Problems 1-20, evaluate each expression.
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Let G be a graph with n ≥ 2 vertices x1, x2, . . . , xn, and let A be the adjacency matrixof G. Prove that if G is connected, then every entry in the matrix A^n−1 + A^nis positive.
Module Code: MATH380202
1. (a) Define the terms "strongly stationary" and "weakly stationary".
Let {X} be a stochastic process defined for all t € Z. Assuming that {X+} is
weakly stationary, define the autocorrelation function (acf) Pk, for lag k.
What conditions must a process {X+) satisfy for it to be white noise?
(b) Let N(0, 1) for t€ Z, with the {+} being mutually independent. Which of
the following processes {X+} are weakly stationary for t> 0? Briefly justify your
answers.
i. Xt for all > 0.
ii. Xo~N(0,) and X₁ = 2X+-1+ &t for t > 0.
(c) Provide an expression for estimating the autocovariance function for a sample
X1,..., X believed to be from a weakly stationary process. How is the autocor-
relation function Pk then estimated, and a correlogram (or acf plot) constructed?
(d) Consider the weakly stationary stochastic process ✗+ = + + +-1+ +-2 where
{E} is a white noise process with variance 1. Compute the population autocorre-
lation function Pk for all k = 0, 1, ....
iii)
i=5
x² = Σ
i=1
(Yi — mi)²
σ
2
By minimising oc², derive the formulae
for the best values of the model for
a 1 degree polynomial (2 parameters).
Chapter B Solutions
Finite Mathematics for Business, Economics, Life Sciences and Social Sciences
Ch. B.1 - Write the first four terms of each sequence: (a)...Ch. B.1 - Find the general term of a sequence whose first...Ch. B.1 - Write k=15k+11 Without summation notion. Do not...Ch. B.1 - Write the alternating series 113+19127+181 using...Ch. B.1 - Find the arithmetic mean of 9,3,8,4,3, and 6.Ch. B.1 - Write the first four terms for each sequence in...Ch. B.1 - Write the first four terms for each sequence in...Ch. B.1 - Write the first four terms for each sequence in...Ch. B.1 - Write the first four terms for each sequence in...Ch. B.1 - Write the first four terms for each sequence in...
Ch. B.1 - Write the first four terms for each sequence in...Ch. B.1 - Write the 10th term of the sequence in Problem 1.Ch. B.1 - Write the 15th term of the sequence in Problem 2.Ch. B.1 - Write the 99th term of the sequence in Problem 3.Ch. B.1 - Write the 200th term of the sequence in Problem 4.Ch. B.1 - In Problems 11-16, write each series in expanded...Ch. B.1 - In Problems 11-16, write each series in expanded...Ch. B.1 - In Problems 11-16, write each series in expanded...Ch. B.1 - In Problems 11-16, write each series in expanded...Ch. B.1 - In Problems 11-16, write each series in expanded...Ch. B.1 - In Problems 11-16, write each series in expanded...Ch. B.1 - Find the arithmetic mean of each list of numbers...Ch. B.1 - Find the arithmetic mean of each list of numbers...Ch. B.1 - Find the arithmetic mean of each list of numbers...Ch. B.1 - Find the arithmetic mean of each list of numbers...Ch. B.1 - Write the first five terms of each sequence in...Ch. B.1 - Write the first five terms of each sequence in...Ch. B.1 - Write the first five terms of each sequence in...Ch. B.1 - Write the first five terms of each sequence in...Ch. B.1 - Write the first five terms of each sequence in...Ch. B.1 - Write the first five terms of each sequence in...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - In Problems 27-42, find the general term of a...Ch. B.1 - Write each series in Problems 43-50 in expanded...Ch. B.1 - Write each series in Problems 43-50 in expanded...Ch. B.1 - Write each series in Problems 43-50 in expanded...Ch. B.1 - Write each series in Problems 43-50 in expanded...Ch. B.1 - Write each series in Problems 43-50 in expanded...Ch. B.1 - Write each series in Problems 43-50 in expanded...Ch. B.1 - Write each series in Problems 43-50 in expanded...Ch. B.1 - Write each series in Problems 43-50 in expanded...Ch. B.1 - Write each series in Problems 51-54 using...Ch. B.1 - Write each series in Problems 51-54 using...Ch. B.1 - Write each series in Problems 51-54 using...Ch. B.1 - Write each series in Problems 51-54 using...Ch. B.1 - Write each series in Problems 55-58 using...Ch. B.1 - Write each series in Problems 55-58 using...Ch. B.1 - Write each series in Problems 55-58 using...Ch. B.1 - Write each series in Problems 55-58 using...Ch. B.1 - In Problems 59-62, discuss the validity of each...Ch. B.1 - In Problems 59-62, discuss the validity of each...Ch. B.1 - In Problems 59-62, discuss the validity of each...Ch. B.1 - In Problems 59-62, discuss the validity of each...Ch. B.1 - Some sequences are defined by a recursive formula-...Ch. B.1 - Some sequences are defined by a recursive formula-...Ch. B.1 - Some sequences are defined by a recursive formula-...Ch. B.1 - Some sequences are defined by a recursive formula-...Ch. B.1 - If A is a positive real number, the terms pf the...Ch. B.1 - If A is a positive real number, the terms pf the...Ch. B.1 - The sequence defined recursively by...Ch. B.1 - The sequence defined by bn=551+52n is related to...Ch. B.2 - Which of the following can be the first four terms...Ch. B.2 - (A) If the 1st and 15th terms of an arithmetic...Ch. B.2 - Find the sum of the first 40 terms in the...Ch. B.2 - Find the sum of all the odd numbers between 24 and...Ch. B.2 - Find the sum of the first eight terms of the...Ch. B.2 - Repeat Example 6 with a loan of 6,000 over 5...Ch. B.2 - Repeat Example 7 with a tax rebate of 2,000.Ch. B.2 - In Problems 1 and 2, determine whether the...Ch. B.2 - In Problems 1 and 2, determine whether the...Ch. B.2 - In Problems 3-8, determine whether the finite...Ch. B.2 - In Problems 3-8, determine whether the finite...Ch. B.2 - In Problems 3-8, determine whether the finite...Ch. B.2 - In Problems 3-8, determine whether the finite...Ch. B.2 - In Problems 3-8, determine whether the finite...Ch. B.2 - In Problems 3-8, determine whether the finite...Ch. B.2 - Let a1,a2,a3,an, be an arithmetic sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an arithmetic sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an arithmetic sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an arithmetic sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an arithmetic sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an arithmetic sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Let a1,a2,a3,an, be an geometric sequence. In...Ch. B.2 - Find the sum of the odd integers between 12 and 68Ch. B.2 - Find the sum of all the even integers between 23...Ch. B.2 - Find the sum of each infinite geometric sequence...Ch. B.2 - Repeat Problem 31 for: (a) 16,4,1, (b) 1,3,9,Ch. B.2 - Find f1+f2+f3++f50 if fx=2x3.Ch. B.2 - Find g1+g2+g3++g100 if gx=183t.Ch. B.2 - Find f1+f2++f10 if fx=12x.Ch. B.2 - Find g1+g2++g10 if gx=2x.Ch. B.2 - Show that the sum of the first n odd positive...Ch. B.2 - Show that the sum of the first n even positive...Ch. B.2 - If r=1, neither the first form nor the second form...Ch. B.2 - If all of the terms of an infinite geometric...Ch. B.2 - Dose there exist a finite arithmetic series with...Ch. B.2 - Dose there exist a finite arithmetic series with...Ch. B.2 - Does there exist an infinite geometric series with...Ch. B.2 - Dose there exist an infinite geometric series with...Ch. B.2 - Loan repayment. If you borrow $4,800 and repay the...Ch. B.2 - Loan repayment. If you borrow $5,400 and repay the...Ch. B.2 - Economy stimulation. The government, through a...Ch. B.2 - Economy stimulation. Due to reduced taxes, a...Ch. B.2 - Compound interest. If $1,000 is invested at 5...Ch. B.2 - Compound interest. If $P is invested at 100r...Ch. B.3 - Evaluate. (A)4!(B)7!6!(C)8!5!Ch. B.3 - Find A5C2B6C0Ch. B.3 - Use the binomial theorem to expand x+25.Ch. B.3 - Use the binomial theorem to find the fourth term...Ch. B.3 - In Problems 1-20, evaluate each expression. 6!Ch. B.3 - In Problems 1-20, evaluate each expression. 7!Ch. B.3 - In Problems 1-20, evaluate each expression. 10!9!Ch. B.3 - In Problems 1-20, evaluate each expression. 20!19!Ch. B.3 - In Problems 1-20, evaluate each expression. 12!9!Ch. B.3 - In Problems 1-20, evaluate each expression. 10!6!Ch. B.3 - In Problems 1-20, evaluate each expression. 5!2!3!Ch. B.3 - In Problems 1-20, evaluate each expression. 7!3!4!Ch. B.3 - In Problems 1-20, evaluate each expression....Ch. B.3 - In Problems 1-20, evaluate each expression....Ch. B.3 - In Problems 1-20, evaluate each expression....Ch. B.3 - In Problems 1-20, evaluate each expression....Ch. B.3 - In Problems 1-20, evaluate each expression. 5C3Ch. B.3 - In Problems 1-20, evaluate each expression. 7C3Ch. B.3 - In Problems 1-20, evaluate each expression. 6C5Ch. B.3 - In Problems 1-20, evaluate each expression. 7C4Ch. B.3 - In Problems 1-20, evaluate each expression. 5C0Ch. B.3 - In Problems 1-20, evaluate each expression. 5C5Ch. B.3 - In Problems 1-20, evaluate each expression. 18C15Ch. B.3 - In Problems 1-20, evaluate each expression. 18C3Ch. B.3 - Expand each expression in Problems 21-26 using the...Ch. B.3 - Expand each expression in Problems 21-26 using the...Ch. B.3 - Expand each expression in Problems 21-26 using the...Ch. B.3 - Expand each expression in Problems 21-26 using the...Ch. B.3 - Expand each expression in Problems 21-26 using the...Ch. B.3 - Expand each expression in Problems 21-26 using the...Ch. B.3 - Find the indicated term in each expansion in...Ch. B.3 - Find the indicated term in each expansion in...Ch. B.3 - Find the indicated term in each expansion in...Ch. B.3 - Find the indicated term in each expansion in...Ch. B.3 - Find the indicated term in each expansion in...Ch. B.3 - Find the indicated term in each expansion in...Ch. B.3 - Show that nC0=nCnforn0.Ch. B.3 - Show that nCr=nCnrfornr0.Ch. B.3 - The triangle shown here is called Pascal’s...Ch. B.3 - Explain why the sum of the entries in each row of...Ch. B.3 - Explain why the alternating sum of the entries in...Ch. B.3 - Show that nCr=nr+1rnCr1fornr1.Ch. B.3 - Show that nCr1+nCr=n+1Crfornr1.
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