College Algebra in Context with Applications for the Managerial, Life, and Social Sciences (5th Edition)
5th Edition
ISBN: 9780134179025
Author: Ronald J. Harshbarger, Lisa S. Yocco
Publisher: PEARSON
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Textbook Question
Chapter 4.4, Problem 53E
Use algebraic and/or graphical methods to solve Exercises 49–58.
53. Projectiles Two projectiles are fired into the air over a lake, with the height of the first projectile given by y = 100 + 130t – 16t2 and the height of the second projectile given by y = –16t2 + 180t, where y is in feet and t is in seconds. Over what time interval, before the lower one hits the lake, is the second projectile above the first?
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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 4 Solutions
College Algebra in Context with Applications for the Managerial, Life, and Social Sciences (5th Edition)
Ch. 4.1 - In Exercises 116, (a) sketch the graph of each...Ch. 4.1 - In Exercises 116, (a) sketch the graph of each...Ch. 4.1 - Prob. 3ECh. 4.1 - Prob. 4ECh. 4.1 - Prob. 5ECh. 4.1 - In Exercises 116, (a) sketch the graph of each...Ch. 4.1 - Prob. 7ECh. 4.1 - Prob. 8ECh. 4.1 - Prob. 9ECh. 4.1 - Prob. 10E
Ch. 4.1 - Prob. 11ECh. 4.1 - In Exercises 116, (a) sketch the graph of each...Ch. 4.1 - Prob. 13ECh. 4.1 - Prob. 14ECh. 4.1 - Prob. 15ECh. 4.1 - Prob. 16ECh. 4.1 - Prob. 17ECh. 4.1 - Prob. 18ECh. 4.1 - Prob. 19ECh. 4.1 - Prob. 20ECh. 4.1 - Prob. 21ECh. 4.1 - Prob. 22ECh. 4.1 - Prob. 23ECh. 4.1 - Prob. 24ECh. 4.1 - Prob. 25ECh. 4.1 - Prob. 26ECh. 4.1 - Prob. 27ECh. 4.1 - Prob. 28ECh. 4.1 - Prob. 29ECh. 4.1 - In Exercises 2932, write the equation of the...Ch. 4.1 - Prob. 31ECh. 4.1 - Prob. 32ECh. 4.1 - Prob. 33ECh. 4.1 - Prob. 34ECh. 4.1 - Prob. 35ECh. 4.1 - Prob. 36ECh. 4.1 - Prob. 37ECh. 4.1 - Prob. 38ECh. 4.1 - Prob. 39ECh. 4.1 - Prob. 40ECh. 4.1 - Prob. 41ECh. 4.1 - Prob. 42ECh. 4.1 - Prob. 43ECh. 4.1 - Prob. 44ECh. 4.1 - Prob. 45ECh. 4.1 - Prob. 46ECh. 4.1 - Prob. 47ECh. 4.1 - Prob. 48ECh. 4.1 - Prob. 49ECh. 4.1 - Prob. 50ECh. 4.1 - Prob. 51ECh. 4.1 - Prob. 52ECh. 4.1 - Determine whether each of the complete graphs in...Ch. 4.1 - Prob. 54ECh. 4.1 - Prob. 55ECh. 4.1 - Prob. 56ECh. 4.1 - Marijuana Use The number of millions of people age...Ch. 4.1 - Prob. 58ECh. 4.1 - Prob. 59ECh. 4.1 - Prob. 60ECh. 4.1 - Prob. 61ECh. 4.1 - Pollution The daily cost C (in dollars) of...Ch. 4.1 - Population Growth Suppose the population of a...Ch. 4.1 - Mortgages The balance owed y on a 50,000 mortgage...Ch. 4.1 - Personal Expenditures Personal consumption...Ch. 4.1 - Prob. 66ECh. 4.1 - Prob. 67ECh. 4.1 - Prob. 68ECh. 4.1 - Prob. 69ECh. 4.1 - Prob. 70ECh. 4.1 - Prob. 71ECh. 4.1 - Prob. 72ECh. 4.2 - In Exercises 18, find the following: (a) (f + g)...Ch. 4.2 - In Exercises 18, find the following: (a) (f + g)...Ch. 4.2 - Prob. 3ECh. 4.2 - Prob. 4ECh. 4.2 - Prob. 5ECh. 4.2 - Prob. 6ECh. 4.2 - Prob. 7ECh. 4.2 - Prob. 8ECh. 4.2 - Prob. 9ECh. 4.2 - Prob. 10ECh. 4.2 - Prob. 11ECh. 4.2 - Prob. 12ECh. 4.2 - Prob. 13ECh. 4.2 - Prob. 14ECh. 4.2 - Prob. 15ECh. 4.2 - Prob. 16ECh. 4.2 - Prob. 17ECh. 4.2 - Prob. 18ECh. 4.2 - Prob. 19ECh. 4.2 - Prob. 20ECh. 4.2 - Prob. 21ECh. 4.2 - Prob. 22ECh. 4.2 - Prob. 23ECh. 4.2 - Prob. 24ECh. 4.2 - Profit Suppose that the total weekly cost for the...Ch. 4.2 - Prob. 26ECh. 4.2 - Revenue and Cost The total revenue function for...Ch. 4.2 - Prob. 28ECh. 4.2 - Prob. 29ECh. 4.2 - Revenue and Cost The total monthly revenue...Ch. 4.2 - Prob. 31ECh. 4.2 - Cost-Benefit Suppose that for a certain city the...Ch. 4.2 - Prob. 33ECh. 4.2 - Electronic Components The monthly cost of...Ch. 4.2 - Football Tickets At a certain school, the number...Ch. 4.2 - Prob. 36ECh. 4.2 - Prob. 37ECh. 4.2 - Prob. 38ECh. 4.2 - Prob. 39ECh. 4.2 - Profit A manufacturer of computers has monthly...Ch. 4.2 - Prob. 41ECh. 4.2 - Population of Children The following table gives...Ch. 4.2 - Prob. 43ECh. 4.2 - Prob. 44ECh. 4.2 - Shoe Sizes A womans shoe that is size x in Japan...Ch. 4.2 - Shoe Sizes A mans shoe that is size x in Britain...Ch. 4.2 - Exchange Rates On a certain date, each Japanese...Ch. 4.2 - Prob. 48ECh. 4.2 - Prob. 49ECh. 4.2 - Prob. 50ECh. 4.2 - Prob. 51ECh. 4.2 - Prob. 52ECh. 4.2 - Prob. 53ECh. 4.2 - Prob. 54ECh. 4.3 - In Exercises 1 and 2, determine if the function f...Ch. 4.3 - Prob. 2ECh. 4.3 - Prob. 3ECh. 4.3 - Prob. 4ECh. 4.3 - Prob. 5ECh. 4.3 - Prob. 6ECh. 4.3 - Prob. 7ECh. 4.3 - Prob. 8ECh. 4.3 - Prob. 9ECh. 4.3 - Prob. 10ECh. 4.3 - Prob. 11ECh. 4.3 - Prob. 12ECh. 4.3 - Prob. 13ECh. 4.3 - Prob. 14ECh. 4.3 - Prob. 15ECh. 4.3 - In Exercises 15 and 16, determine whether each...Ch. 4.3 - Prob. 17ECh. 4.3 - Prob. 18ECh. 4.3 - a. Write the inverse of f(x) = 3x 4. b. Do the...Ch. 4.3 - a.Write the inverse of g(x)=2x31. b.Do the values...Ch. 4.3 - Prob. 21ECh. 4.3 - Prob. 22ECh. 4.3 - Prob. 23ECh. 4.3 - Prob. 24ECh. 4.3 - Prob. 25ECh. 4.3 - Prob. 26ECh. 4.3 - Prob. 27ECh. 4.3 - Prob. 28ECh. 4.3 - Prob. 29ECh. 4.3 - Prob. 30ECh. 4.3 - Prob. 31ECh. 4.3 - Prob. 32ECh. 4.3 - Shoe Sizes If x is the size of a mans shoe in...Ch. 4.3 - Investments If x dollars are invested at 10% for 6...Ch. 4.3 - Currency Conversion Suppose the function that...Ch. 4.3 - Apparent Temperature If the outside temperature is...Ch. 4.3 - Prob. 37ECh. 4.3 - Body-Heat Loss The model for body-heat loss...Ch. 4.3 - Prob. 39ECh. 4.3 - Decoding Messages If we assign numbers to the...Ch. 4.3 - Prob. 41ECh. 4.3 - Social Security Numbers and Income Taxes Consider...Ch. 4.3 - Prob. 43ECh. 4.3 - Volume of a Cube The volume of a cube is f(x) = x3...Ch. 4.3 - Prob. 45ECh. 4.3 - Surface Area The surface area of a cube is...Ch. 4.3 - Internet Access Using data from 2009 through 2015,...Ch. 4.3 - Prob. 48ECh. 4.3 - Prob. 49ECh. 4.3 - First-Class Postage The postage charged for...Ch. 4.3 - Prob. 51ECh. 4.3 - Path of a Ball If a ball is thrown into the air at...Ch. 4.4 - In Exercises 120, solve the equations...Ch. 4.4 - Prob. 2ECh. 4.4 - Prob. 3ECh. 4.4 - Prob. 4ECh. 4.4 - Prob. 5ECh. 4.4 - In Exercises 120, solve the equations...Ch. 4.4 - Prob. 7ECh. 4.4 - In Exercises 120, solve the equations...Ch. 4.4 - Prob. 9ECh. 4.4 - Prob. 10ECh. 4.4 - Prob. 11ECh. 4.4 - Prob. 12ECh. 4.4 - Prob. 13ECh. 4.4 - Prob. 14ECh. 4.4 - Prob. 15ECh. 4.4 - Prob. 16ECh. 4.4 - Prob. 17ECh. 4.4 - Prob. 18ECh. 4.4 - Prob. 19ECh. 4.4 - Prob. 20ECh. 4.4 - In Exercises 2130, use algebraic methods to solve...Ch. 4.4 - Prob. 22ECh. 4.4 - In Exercises 2130, use algebraic methods to solve...Ch. 4.4 - Prob. 24ECh. 4.4 - In Exercises 2130, use algebraic methods to solve...Ch. 4.4 - In Exercises 2130, use algebraic methods to solve...Ch. 4.4 - In Exercises 2130, use algebraic methods to solve...Ch. 4.4 - In Exercises 2130, use algebraic methods to solve...Ch. 4.4 - In Exercises 2130, use algebraic methods to solve...Ch. 4.4 - In Exercises 2130, use algebraic methods to solve...Ch. 4.4 - In Exercises 3134, use graphical methods to solve...Ch. 4.4 - In Exercises 3134, use graphical methods to solve...Ch. 4.4 - Prob. 33ECh. 4.4 - Prob. 34ECh. 4.4 - In Exercises 3542, solve the inequalities by using...Ch. 4.4 - Prob. 36ECh. 4.4 - Prob. 37ECh. 4.4 - Prob. 38ECh. 4.4 - In Exercises 3542, solve the inequalities by using...Ch. 4.4 - Prob. 40ECh. 4.4 - Prob. 41ECh. 4.4 - Prob. 42ECh. 4.4 - Prob. 43ECh. 4.4 - Prob. 44ECh. 4.4 - Prob. 45ECh. 4.4 - Prob. 46ECh. 4.4 - Prob. 47ECh. 4.4 - Prob. 48ECh. 4.4 - Prob. 49ECh. 4.4 - Prob. 50ECh. 4.4 - Prob. 51ECh. 4.4 - Prob. 52ECh. 4.4 - Use algebraic and/or graphical methods to solve...Ch. 4.4 - Prob. 54ECh. 4.4 - Prob. 55ECh. 4.4 - Prob. 56ECh. 4.4 - Prob. 57ECh. 4.4 - Prob. 58ECh. 4.4 - Prob. 59ECh. 4.4 - Prob. 60ECh. 4.4 - Prob. 61ECh. 4.4 - Prob. 62ECh. 4.4 - Prob. 63ECh. 4.4 - Use graphical and/or numerical methods to solve...Ch. 4.4 - Retail Sales November and December retail sales,...Ch. 4.4 - Voltage Required voltage for an electric oven is...Ch. 4.4 - Purchasing Power Inflation causes a decrease in...Ch. 4 - The domain of the reciprocal function is _____,...Ch. 4 - The domain of the constant function g(x) = k is...Ch. 4 - The reciprocal function decreases on _____.Ch. 4 - The absolute value function increase on the...Ch. 4 - The range of the squaring function is _____.Ch. 4 - Prob. 6TECh. 4 - Prob. 7TECh. 4 - Prob. 8TECh. 4 - Prob. 9TECh. 4 - In Exercises 712, determine whether the function...Ch. 4 - In Exercises 712, determine whether the function...Ch. 4 - Prob. 12TECh. 4 - Prob. 13TECh. 4 - Prob. 14TECh. 4 - Prob. 15TECh. 4 - Prob. 16TECh. 4 - Prob. 17TECh. 4 - Prob. 18TECh. 4 - Prob. 19TECh. 4 - Prob. 20TECh. 4 - Prob. 21TECh. 4 - Prob. 22TECh. 4 - How is the graph of g(x) = (x 8)2 + 7 transformed...Ch. 4 - How is the graph of g(x) = 2(x + 1)3 transformed...Ch. 4 - Prob. 3RECh. 4 - Prob. 4RECh. 4 - Prob. 5RECh. 4 - Prob. 6RECh. 4 - Prob. 7RECh. 4 - Prob. 8RECh. 4 - Prob. 9RECh. 4 - In Exercises 10 and 11, determine algebraically...Ch. 4 - In Exercises 10 and 11, determine algebraically...Ch. 4 - Prob. 12RECh. 4 - Prob. 13RECh. 4 - Prob. 14RECh. 4 - Prob. 15RECh. 4 - Prob. 16RECh. 4 - Prob. 17RECh. 4 - For Exercise 1320, use the functions f(x)=3x25x,...Ch. 4 - Prob. 19RECh. 4 - Prob. 20RECh. 4 - Prob. 21RECh. 4 - Prob. 22RECh. 4 - Prob. 23RECh. 4 - Prob. 24RECh. 4 - Is the function f(x)=xx1 a one-to-one function?Ch. 4 - Prob. 26RECh. 4 - Prob. 27RECh. 4 - Prob. 28RECh. 4 - Solve 4x5x1/2+1=0.Ch. 4 - Prob. 30RECh. 4 - Prob. 31RECh. 4 - Prob. 32RECh. 4 - Prob. 33RECh. 4 - Prob. 34RECh. 4 - Prob. 35RECh. 4 - Prob. 36RECh. 4 - Prob. 37RECh. 4 - Prob. 38RECh. 4 - Prob. 39RECh. 4 - Prob. 40RECh. 4 - Prob. 41RECh. 4 - Prob. 42RECh. 4 - Prob. 43RECh. 4 - Prob. 44RECh. 4 - Prob. 45RECh. 4 - Prob. 46RECh. 4 - Prob. 47RECh. 4 - Prison Sentences The mean time in prison y for...Ch. 4 - Prob. 49RECh. 4 - Prob. 50RECh. 4 - Prob. 51RECh. 4 - The Cloud North American cloud computing revenues...
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