Finite Mathematics for Business, Economics, Life Sciences and Social Sciences
14th Edition
ISBN: 9780134677972
Author: Barnett
Publisher: PEARSON
expand_more
expand_more
format_list_bulleted
Videos
Textbook Question
Chapter B.3, Problem 33E
Show that
Expert Solution & Answer
Want to see the full answer?
Check out a sample textbook solution
Students have asked these similar questions
Module Code: MATH380202
3. (a) Let {} be a white noise process with variance σ2.
Define an ARMA(p,q) process {X} in terms of {+} and state (without proof)
conditions for {X} to be (i) weakly stationary and (ii) invertible.
Define what is meant by an ARIMA (p, d, q) process. Let {Y} be such an ARIMA(p, d, q)
process and show how it can also be represented as an ARMA process, giving the
AR and MA orders of this representation.
(b) The following tables show the first nine sample autocorrelations and partial auto-
correlations of X and Y₁ = VX+ for a series of n = 1095 observations. (Notice
that the notation in this part has no relationship with the notation in part (a) of
this question.)
Identify a model for this time series and obtain preliminary estimates for the pa-
rameters of your model.
X₁
= 15.51, s² = 317.43.
k
1
2
3
4
5
6
7
Pk
0.981
0.974
0.968
akk 0.981 0.327
8
9
0.927
0.963 0.957 0.951 0.943 0.935
0.121 0.104 0.000 0.014 -0.067 -0.068 -0.012
Y₁ = VX : y = 0.03, s² = 11.48.
k
1…
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, ....
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.
Additional Math Textbook Solutions
Find more solutions based on key concepts
In Exercises 1–3, refer to the accompanying screen display that results from the Verizon airport data speeds (M...
Elementary Statistics (13th Edition)
The following set of data is from sample of n=5: a. Compute the mean, median, and mode. b. Compute the range, v...
Basic Business Statistics, Student Value Edition
Fill in each blank so that the resulting statement is true. The quadratic function f(x)=a(xh)2+k,a0, is in ____...
Algebra and Trigonometry (6th Edition)
Assessment 1-1A The following is a magic square all rows, columns, and diagonals sum to the same number. Find t...
A Problem Solving Approach To Mathematics For Elementary School Teachers (13th Edition)
Image of figure after 180° rotation about origin.
Pre-Algebra Student Edition
Knowledge Booster
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, subject and related others by exploring similar questions and additional content below.Similar questions
- 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).arrow_forwardиз Review the deck below and determine its total square footage (add its deck and backsplash square footage together to get the result). Type your answer in the entry box and click Submit. 126 1/2" 5" backsplash A 158" CL 79" B 26" Type your answer here.arrow_forwardRefer to page 311 for a sequence of functions defined on a given interval. Instructions: • Analyze whether the sequence converges pointwise and/or uniformly on the given interval. • Discuss the implications of uniform convergence for integration and differentiation of the sequence. • Provide counterexamples if any condition fails. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS3IZ9qo Hazb9tC440 AZF/view?usp=sharing]arrow_forward
- Refer to page 310 for a matrix and its associated system of differential equations. Instructions: • Find the eigenvalues of the given matrix and classify the stability of the system (e.g., stable, • unstable, saddle point). Discuss the geometric interpretation of eigenvalues in the context of system behavior. • Provide conditions under which the system exhibits periodic solutions. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS3IZ9qoHazb9tC440 AZF/view?usp=sharing]arrow_forwardRefer to page 313 for a nonlinear differential equation and its linear approximation. Instructions: • Linearize the given nonlinear system around the equilibrium points. • Analyze the stability of each equilibrium using the Jacobian matrix and its eigenvalues. • Discuss the limitations of linearization for determining global behavior. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS3IZ9qoHazb9tC440 AZF/view?usp=sharing]arrow_forwardRefer to page 314 for a matrix and its decomposed form. Instructions: • Verify the given singular value decomposition of the matrix. • • Discuss the geometric interpretation of the left and right singular vectors. Use the SVD to analyze the matrix's rank and nullity. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS3IZ9qoHazb9tC440 AZ F/view?usp=sharing]arrow_forward
- Refer to page 312 for a set of mappings between two groups G and H. Instructions: • • Verify which of the provided mappings are homomorphisms. Determine the kernel and image of valid homomorphisms and discuss their properties. • State whether the groups are isomorphic, justifying your conclusion. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS3IZ9qo Hazb9tC440 AZF/view?usp=sharing]arrow_forward12:25 AM Sun Dec 22 uestion 6- Week 8: QuX Assume that a company X + → C ezto.mheducation.com Week 8: Quiz i Saved 6 4 points Help Save & Exit Submit Assume that a company is considering purchasing a machine for $50,000 that will have a five-year useful life and a $5,000 salvage value. The machine will lower operating costs by $17,000 per year. The company's required rate of return is 15%. The net present value of this investment is closest to: Click here to view Exhibit 12B-1 and Exhibit 12B-2, to determine the appropriate discount factor(s) using the tables provided. 00:33:45 Multiple Choice О $6,984. $11,859. $22,919. ○ $9,469, Mc Graw Hill 2 100-arrow_forwardNo chatgpt pls will upvotearrow_forward
- 7. [10 marks] Let G = (V,E) be a 3-connected graph. We prove that for every x, y, z Є V, there is a cycle in G on which x, y, and z all lie. (a) First prove that there are two internally disjoint xy-paths Po and P₁. (b) If z is on either Po or P₁, then combining Po and P₁ produces a cycle on which x, y, and z all lie. So assume that z is not on Po and not on P₁. Now prove that there are three paths Qo, Q1, and Q2 such that: ⚫each Qi starts at z; • each Qi ends at a vertex w; that is on Po or on P₁, where wo, w₁, and w₂ are distinct; the paths Qo, Q1, Q2 are disjoint from each other (except at the start vertex 2) and are disjoint from the paths Po and P₁ (except at the end vertices wo, W1, and w₂). (c) Use paths Po, P₁, Qo, Q1, and Q2 to prove that there is a cycle on which x, y, and z all lie. (To do this, notice that two of the w; must be on the same Pj.)arrow_forward6. [10 marks] Let T be a tree with n ≥ 2 vertices and leaves. Let BL(T) denote the block graph of T. (a) How many vertices does BL(T) have? (b) How many edges does BL(T) have? Prove that your answers are correct.arrow_forward4. [10 marks] Find both a matching of maximum size and a vertex cover of minimum size in the following bipartite graph. Prove that your answer is correct. ย ພarrow_forward
arrow_back_ios
SEE MORE QUESTIONS
arrow_forward_ios
Recommended textbooks for you
Algebra & Trigonometry with Analytic GeometryAlgebraISBN:9781133382119Author:SwokowskiPublisher:Cengage
Algebra for College StudentsAlgebraISBN:9781285195780Author:Jerome E. Kaufmann, Karen L. SchwittersPublisher:Cengage Learning
Elementary Linear Algebra (MindTap Course List)AlgebraISBN:9781305658004Author:Ron LarsonPublisher:Cengage Learning
Elements Of Modern AlgebraAlgebraISBN:9781285463230Author:Gilbert, Linda, JimmiePublisher:Cengage Learning,
Big Ideas Math A Bridge To Success Algebra 1: Stu...AlgebraISBN:9781680331141Author:HOUGHTON MIFFLIN HARCOURTPublisher:Houghton Mifflin Harcourt
Algebra & Trigonometry with Analytic Geometry
Algebra
ISBN:9781133382119
Author:Swokowski
Publisher:Cengage
Algebra for College Students
Algebra
ISBN:9781285195780
Author:Jerome E. Kaufmann, Karen L. Schwitters
Publisher:Cengage Learning
Elementary Linear Algebra (MindTap Course List)
Algebra
ISBN:9781305658004
Author:Ron Larson
Publisher:Cengage Learning
Elements Of Modern Algebra
Algebra
ISBN:9781285463230
Author:Gilbert, Linda, Jimmie
Publisher:Cengage Learning,
Big Ideas Math A Bridge To Success Algebra 1: Stu...
Algebra
ISBN:9781680331141
Author:HOUGHTON MIFFLIN HARCOURT
Publisher:Houghton Mifflin Harcourt
Grade 12 and UG/ Introduction to logical statements and truth tables; Author: Dr Trefor Bazett;https://www.youtube.com/watch?v=q2eyZZK-OIk;License: Standard YouTube License, CC-BY