Mathematical Applications for the Management, Life, and Social Sciences
12th Edition
ISBN: 9781337625340
Author: Ronald J. Harshbarger, James J. Reynolds
Publisher: Cengage Learning
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Textbook Question
Chapter 2.4, Problem 9E
In problems 1-12, match each of the function with one of the graphs labeled (a)-(1) shown following these functions. Recognizing special features of certain types of functions and plotting points for the functions will be helpful.
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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 2 Solutions
Mathematical Applications for the Management, Life, and Social Sciences
Ch. 2.1 - The factoring method for solving a quadratic...Ch. 2.1 - Solve the following equations by factoring.
Ch. 2.1 - Prob. 3CPCh. 2.1 - Prob. 4CPCh. 2.1 - Prob. 1ECh. 2.1 - Prob. 2ECh. 2.1 - Prob. 3ECh. 2.1 - Prob. 4ECh. 2.1 - In Problems 5-14, solve each question by...Ch. 2.1 - Prob. 6E
Ch. 2.1 - In Problems 5-14, solve each question by...Ch. 2.1 - Prob. 8ECh. 2.1 - In Problems 5-14, solve each question by...Ch. 2.1 - Prob. 10ECh. 2.1 - In Problems 5-14, solve each question by...Ch. 2.1 - Prob. 12ECh. 2.1 - In Problems 5-14, solve each question by...Ch. 2.1 - Prob. 14ECh. 2.1 - In Problems 15-20, solve each equation using the...Ch. 2.1 - In Problems 15-20, solve each equation using the...Ch. 2.1 - In Problems 15-20, solve each equation using the...Ch. 2.1 - Prob. 18ECh. 2.1 - In Problems 15-20, solve each equation using the...Ch. 2.1 - Prob. 20ECh. 2.1 - In Problems 21-26, find the exact real solutions...Ch. 2.1 - Prob. 22ECh. 2.1 - Prob. 23ECh. 2.1 - Prob. 24ECh. 2.1 - In Problems 21-26, find the exact real solutions...Ch. 2.1 - In Problems 21-26, find the exact real solutions...Ch. 2.1 - In Problems 27-36, use any method to find the...Ch. 2.1 - In Problems 27-36, use any method to find the...Ch. 2.1 - In Problems 27-36, use any method to find the...Ch. 2.1 - Prob. 30ECh. 2.1 - Prob. 31ECh. 2.1 - Prob. 32ECh. 2.1 - In Problems 27-36, use any method to find the...Ch. 2.1 - Prob. 34ECh. 2.1 - Prob. 35ECh. 2.1 - Prob. 36ECh. 2.1 - Prob. 37ECh. 2.1 - Prob. 38ECh. 2.1 - In problems 37-42, solve each equation using a...Ch. 2.1 - Prob. 40ECh. 2.1 - In problems 37-42, solve each equation using a...Ch. 2.1 - Prob. 42ECh. 2.1 - Prob. 43ECh. 2.1 - Prob. 44ECh. 2.1 - In Problems 43-46, multiply both sides of the...Ch. 2.1 - Prob. 46ECh. 2.1 - Prob. 47ECh. 2.1 - Prob. 48ECh. 2.1 - Applications Profit If the profit from the sale of...Ch. 2.1 - Profit If the profit from the sale of x units of a...Ch. 2.1 - Profit Suppose the profit from the sale of x units...Ch. 2.1 - Profit Suppose the profit from the sale of x units...Ch. 2.1 - Flight of a ball If a ball is thrown upward at 96...Ch. 2.1 - Flight of a ball A tennis ball is thrown into the...Ch. 2.1 - Wind and pollution The amount of airborne...Ch. 2.1 - Drug sensitivity The sensitivity S to a drug is...Ch. 2.1 - 57. Corvette acceleration The time t, in seconds ,...Ch. 2.1 - 58.Consumer Price Index Using Social Security...Ch. 2.1 - 59. Marijuana use For the years since 2001 , the...Ch. 2.1 - Prob. 60ECh. 2.1 - 61. Percent profit Ace Jewelry Store sold a...Ch. 2.1 - Prob. 62ECh. 2.1 - 63. National health care Using data from 2002 and...Ch. 2.1 - 64. Velocity of blood Because of friction from the...Ch. 2.1 - 65. Body-heat loss The model for body-heat loss...Ch. 2.1 - 66. Depth of Fissure A fissure in the earth...Ch. 2.2 - Name the graph of a quadratic function.
Ch. 2.2 - (a) What is the coordinate of the vertex of ?
(b)...Ch. 2.2 - Prob. 3CPCh. 2.2 - Prob. 4CPCh. 2.2 - Prob. 5CPCh. 2.2 - In Problems 1-6,(a)find the vertex of the graph of...Ch. 2.2 - Prob. 2ECh. 2.2 - In Problems 1-6,(a) find the vertex of the graph...Ch. 2.2 - In Problem 1-6,(a)find the vertex of the graph of...Ch. 2.2 - In Problems 1-6,(a) find the vertex of the graph...Ch. 2.2 - In Problems 1-6,(a) find the vertex of the graph...Ch. 2.2 - In Problems 7-12,determine whether each...Ch. 2.2 - In Problems7-12,determine whether each functions...Ch. 2.2 - In Problems 7-12,determine whether each function’s...Ch. 2.2 - In Problem 7-12, determine whether each function’s...Ch. 2.2 - Prob. 11ECh. 2.2 - Prob. 12ECh. 2.2 - Prob. 13ECh. 2.2 - Prob. 14ECh. 2.2 - Prob. 15ECh. 2.2 - Prob. 16ECh. 2.2 - Prob. 17ECh. 2.2 - Prob. 18ECh. 2.2 - Prob. 19ECh. 2.2 - In Problems , graph each function with a graphing...Ch. 2.2 - Prob. 21ECh. 2.2 - In Problem 21 and 22, find the average rate of...Ch. 2.2 - In Problems , find the vertex and zeros and use...Ch. 2.2 - Prob. 24ECh. 2.2 - Prob. 25ECh. 2.2 - Prob. 26ECh. 2.2 - Prob. 27ECh. 2.2 - Prob. 28ECh. 2.2 - Prob. 29ECh. 2.2 - Prob. 30ECh. 2.2 - 31. Profit The monthly profit from the sale of x...Ch. 2.2 - 32. Profit The monthly profit from the sale of x...Ch. 2.2 - 33. Crop Yield The yield in bushels from a grove...Ch. 2.2 - 34. Stimulus-response One of the early results in...Ch. 2.2 - Drug Sensitivity The sensitivity S to a drug is...Ch. 2.2 - 36. Maximizing an enclosed area Iffeet of fence
...Ch. 2.2 - Photosynthesis The rate of photosynthesis R for a...Ch. 2.2 - 38. Projectiles A ball thrown vertically into the...Ch. 2.2 - Projectiles Two projectiles are shot into the air...Ch. 2.2 - Flow rates of water The speed at which water...Ch. 2.2 - Prob. 41ECh. 2.2 - Prob. 42ECh. 2.2 - Apartment rental The owner of an apartment...Ch. 2.2 - Revenue The owner of a skating rink rents the...Ch. 2.2 - Pension resources The Pension Benefit Guaranty...Ch. 2.2 - Prob. 46ECh. 2.2 - Health care costs per capita Rising health care...Ch. 2.2 - Women in the workforce Using U.S. Census Bureau...Ch. 2.2 - Prob. 49ECh. 2.2 - E-commerce Online sales in the United States are...Ch. 2.3 - The point of intersection of the revenue function...Ch. 2.3 - If and , finding the break-even points requires...Ch. 2.3 - Prob. 3CPCh. 2.3 - Prob. 4CPCh. 2.3 - BREAK-EVEN POINTS AND MAXIMIZATION
1.The total...Ch. 2.3 - 2. If a firm has the following cost and revenue...Ch. 2.3 - 3.If a company has total costs
And total revenues...Ch. 2.3 - 4. If total costs are and total revenues
Are ,find...Ch. 2.3 - Given that profit is P(x)=11.5x-0.1x2-150 And that...Ch. 2.3 - 6.If the profit function for a firm is given by...Ch. 2.3 - 7.Find the maximum revenue for the revenue...Ch. 2.3 - 8.Find the maximum revenue for the revenue...Ch. 2.3 - 9.If in a monopoly market the demand for a...Ch. 2.3 - 10.If in a monopoly market the demand for a...Ch. 2.3 - The profit function for a certain commodity is...Ch. 2.3 - The profit function for a firm making widgets is ...Ch. 2.3 - (a) Graph the profit function .
(b) Find the...Ch. 2.3 - Prob. 14ECh. 2.3 - (a) Form the profit function for the cost and...Ch. 2.3 - Prob. 16ECh. 2.3 - 17. Suppose a company has fixed costs of and...Ch. 2.3 - 18. Suppose a company has fixed costs of and...Ch. 2.3 - The following table gives the total revenues of ...Ch. 2.3 - The data in the table give sales revenue and costs...Ch. 2.3 - Prob. 21ECh. 2.3 - In Problems 22-24, a supply function and a demand...Ch. 2.3 - In Problems 22-24, a supply function and a demand...Ch. 2.3 - In Problems 22-24, a supply function and a demand...Ch. 2.3 - 25. If the supply function for a commodity is and...Ch. 2.3 - If the supply function for a commodity is and the...Ch. 2.3 - If the demand function for a commodity is given by...Ch. 2.3 - If the supply and demand functions for a commodity...Ch. 2.3 - If the supply and demand functions for a commodity...Ch. 2.3 - If the supply and demand functions for a certain...Ch. 2.3 - The supply function for a product is , while the...Ch. 2.3 - The supply and demand for a product are given by ...Ch. 2.3 - For the product in problem 31, if a $22 tax is...Ch. 2.3 - Prob. 34ECh. 2.4 - All constant functions [such as ] have graphs that...Ch. 2.4 - Which of the following are polynomial...Ch. 2.4 - A third-degree polynomial can have at most _____...Ch. 2.4 - Prob. 4CPCh. 2.4 - Prob. 5CPCh. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problems 1-12, match each of the function with...Ch. 2.4 - In problem 13, decide whether each function whose...Ch. 2.4 - In problem 14, decide whether each function whose...Ch. 2.4 - In Problems 15-22, match each equation with the...Ch. 2.4 - In Problems 15-22, match each equation with the...Ch. 2.4 - In Problems 15-22, match each equation with the...Ch. 2.4 - In Problems 15-22, match each equation with the...Ch. 2.4 - In Problems 15-22, match each equation with the...Ch. 2.4 - In Problems 15-22, match each equation with the...Ch. 2.4 - In Problems 15-22, match each equation with the...Ch. 2.4 - In Problems 15-22, match each equation with the...Ch. 2.4 -
Ch. 2.4 - Prob. 24ECh. 2.4 - Prob. 25ECh. 2.4 - Prob. 26ECh. 2.4 - Prob. 27ECh. 2.4 - In Problems 23-28, graph the function.
28.
Ch. 2.4 - Prob. 29ECh. 2.4 - Prob. 30ECh. 2.4 - Prob. 31ECh. 2.4 - Prob. 32ECh. 2.4 - Prob. 33ECh. 2.4 - 34. If
find the following.
(b) (c) (d)...Ch. 2.4 - In Problems 35-40, (a) graph each function with a...Ch. 2.4 - In Problems 35-40, (a) graph each function with a...Ch. 2.4 - [Type here]
In Problems 35-40, (a) graph each...Ch. 2.4 - [Type here]
In Problems 35-40, (a) graph each...Ch. 2.4 - Prob. 39ECh. 2.4 - Prob. 40ECh. 2.4 - 41. Postal restrictions If a box with a square...Ch. 2.4 - Prob. 42ECh. 2.4 - Latin American Internet use Using data from and...Ch. 2.4 - Prob. 44ECh. 2.4 - 45. Pollution Suppose that the cost (in dollars)...Ch. 2.4 - Average cost If the weekly total cost of producing...Ch. 2.4 - Area If 100 feet of fence is to be used to enclose...Ch. 2.4 - Water usage The monthly charge for water in a...Ch. 2.4 - Prob. 49ECh. 2.4 - Commercial electrical usage The monthly charge (in...Ch. 2.4 - First-class postage The postage charged for...Ch. 2.4 - Income tax In a given year, the U.S. federal...Ch. 2.4 - Prob. 53ECh. 2.4 - Prob. 54ECh. 2.4 - Prob. 55ECh. 2.5 - The following table gives the Social Security...Ch. 2.5 - Prob. 2CPCh. 2.5 - Prob. 1ECh. 2.5 - Prob. 2ECh. 2.5 - In Problems 1-8, determine whether the scatter...Ch. 2.5 - In Problems 1-8, determine whether the scatter...Ch. 2.5 - Prob. 5ECh. 2.5 - In Problems 1-8, determine whether the scatter...Ch. 2.5 - Prob. 7ECh. 2.5 - Prob. 8ECh. 2.5 - Prob. 9ECh. 2.5 - Prob. 10ECh. 2.5 - In Problems 9- 16, find the equation of the...Ch. 2.5 - Prob. 12ECh. 2.5 - Prob. 13ECh. 2.5 - In Problems 9- 16, find the equation of the...Ch. 2.5 - Prob. 15ECh. 2.5 - In Problems 9- 16, find the equation of the...Ch. 2.5 - Prob. 17ECh. 2.5 - Prob. 18ECh. 2.5 - Prob. 19ECh. 2.5 - Prob. 20ECh. 2.5 - In Problems 17-24, (a) plot the given points, (b)...Ch. 2.5 - In Problems 17-24, (a) plot the given points, (b)...Ch. 2.5 - In Problems 17-24, (a) plot the given points, (b)...Ch. 2.5 - Prob. 24ECh. 2.5 - Prob. 25ECh. 2.5 - emission The following table gives the millions...Ch. 2.5 - Disposable income Disposable income is the amount...Ch. 2.5 - Diabetes As the following table shows ,...Ch. 2.5 - Wind chill The table gives the wind chill...Ch. 2.5 - Developing economies The developing economies’...Ch. 2.5 - Prob. 31ECh. 2.5 - Prob. 32ECh. 2.5 - Prob. 33ECh. 2.5 - Prob. 34ECh. 2.5 - Prob. 35ECh. 2.5 - National health care The table shows the national...Ch. 2.5 - Prob. 37ECh. 2.5 - Prob. 38ECh. 2 - In Problem 1-10, find the real solutions to each...Ch. 2 - In Problem 1-10, find the real solutions to each...Ch. 2 - In Problem 1-10, find the real solutions to each...Ch. 2 - Prob. 4RECh. 2 - Prob. 5RECh. 2 - Prob. 6RECh. 2 - Prob. 7RECh. 2 - Prob. 8RECh. 2 - Prob. 9RECh. 2 - Prob. 10RECh. 2 - Prob. 11RECh. 2 - Prob. 12RECh. 2 - Prob. 13RECh. 2 - Prob. 14RECh. 2 - Prob. 15RECh. 2 - Prob. 16RECh. 2 - Prob. 17RECh. 2 - Prob. 18RECh. 2 - Prob. 19RECh. 2 - Prob. 20RECh. 2 - Prob. 21RECh. 2 - For each function in Problems 19-24, find the...Ch. 2 - For each function in Problems 19-24, find the...Ch. 2 - Prob. 24RECh. 2 - Prob. 25RECh. 2 - [Type here]
In Problems 25-30, use a graphing...Ch. 2 - Prob. 27RECh. 2 - Prob. 28RECh. 2 - Prob. 29RECh. 2 - In Problems 25-30, use a graphing calculator to...Ch. 2 - The supply function for a product is 2pq10=0,...Ch. 2 - The supply and demand for a product are given by...Ch. 2 - 33.For the product in Problem 31,if a $22 tax is...Ch. 2 - Prob. 34RECh. 2 - In Problems 33-36, a graph is given. Use the graph...Ch. 2 - Prob. 36RECh. 2 - 37. Sketch a graph of each of the following basic...Ch. 2 - Prob. 38RECh. 2 - Prob. 39RECh. 2 - In Problems 40 and 41 ,graph each function.
40. ...Ch. 2 - Prob. 41RECh. 2 - Prob. 42RECh. 2 - Prob. 43RECh. 2 - Prob. 44RECh. 2 - Prob. 45RECh. 2 - Prob. 46RECh. 2 - Prob. 47RECh. 2 - Prob. 48RECh. 2 - 49.Profit The profit for a product is given by...Ch. 2 - Prob. 50RECh. 2 - Prob. 51RECh. 2 - Prob. 52RECh. 2 - Prob. 53RECh. 2 - 54. Market equilibrium
(a) Suppose the supply...Ch. 2 - Prob. 55RECh. 2 - Prob. 56RECh. 2 - Break-even points If total costs for a product are...Ch. 2 - Break-even points If total costs for a commodity...Ch. 2 - Prob. 59RECh. 2 - Prob. 60RECh. 2 - Maximum profit Given and , find the level of...Ch. 2 - Break-even and profit maximization A certain...Ch. 2 - 63. Diabetes The rise of adult diabetes in the...Ch. 2 - Prob. 64RECh. 2 - Prob. 65RECh. 2 - Prob. 66RECh. 2 - Prob. 67RECh. 2 - 68. Average annual wage The tables below give...Ch. 2 - Prob. 69RECh. 2 - Prob. 70RECh. 2 - Prob. 1TCh. 2 - Prob. 2TCh. 2 - Prob. 3TCh. 2 - Prob. 4TCh. 2 - Which of the following three graphs is the graph...Ch. 2 - Prob. 6TCh. 2 - Prob. 7TCh. 2 - Prob. 8TCh. 2 - Prob. 9TCh. 2 - Prob. 10TCh. 2 - Prob. 11TCh. 2 - Prob. 12TCh. 2 - Prob. 13TCh. 2 - Prob. 14TCh. 2 - Prob. 15TCh. 2 - Prob. 16TCh. 2 - Suppose the supply and demand functions for a...Ch. 2 - Suppose a company’s total cost a product is given...Ch. 2 - Prob. 19TCh. 2 - Prob. 20TCh. 2 - Prob. 1EAGP1Ch. 2 - Prob. 2EAGP1Ch. 2 - Prob. 3EAGP1Ch. 2 - Prob. 4EAGP1Ch. 2 - Prob. 5EAGP1Ch. 2 - Prob. 6EAGP1Ch. 2 - Prob. 7EAGP1Ch. 2 - Prob. 1EAGP2Ch. 2 - Prob. 2EAGP2Ch. 2 - Prob. 3EAGP2Ch. 2 - Prob. 4EAGP2Ch. 2 - Prob. 5EAGP2Ch. 2 - Prob. 6EAGP2Ch. 2 - Prob. 7EAGP2Ch. 2 - Prob. 8EAGP2
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