EBK COLLEGE ALGEBRA IN CONTEXT
5th Edition
ISBN: 8220102019737
Author: YOCCO
Publisher: PEARSON
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Chapter 2, Problem 9RE
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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
EBK COLLEGE ALGEBRA IN CONTEXT
Ch. 2.1 - In Exercises 112, solve the equations. 1. 5x 14 =...Ch. 2.1 - In Exercises 112, solve the equations. 2. 3x 2 =...Ch. 2.1 - In Exercises 112, solve the equations. 3. 3(x 7)...Ch. 2.1 - In Exercises 112, solve the equations. 4. 5(y 6)...Ch. 2.1 - In Exercises 112, solve the equations. 5....Ch. 2.1 - In Exercises 112, solve the equations. 6....Ch. 2.1 - In Exercises 112, solve the equations. 7....Ch. 2.1 - In Exercises 112, solve the equations. 8....Ch. 2.1 - In Exercises 112, solve the equations. 9. 5.92t =...Ch. 2.1 - In Exercises 112, solve the equations. 10. 0.023x...
Ch. 2.1 - In Exercises 112, solve the equations. 11....Ch. 2.1 - In Exercises 112, solve the equations. 12....Ch. 2.1 - 3(x 1) + 5 = 4(x 3) 2(2x 3)Ch. 2.1 - 5x (x 2) + 7 = (2x 9) 8(3x + 6)Ch. 2.1 - Prob. 15ECh. 2.1 - Prob. 16ECh. 2.1 - Prob. 17ECh. 2.1 - Prob. 18ECh. 2.1 - Prob. 19ECh. 2.1 - Prob. 20ECh. 2.1 - Prob. 21ECh. 2.1 - Prob. 22ECh. 2.1 - Prob. 23ECh. 2.1 - Prob. 24ECh. 2.1 - Prob. 25ECh. 2.1 - Prob. 26ECh. 2.1 - Prob. 27ECh. 2.1 - Prob. 28ECh. 2.1 - Prob. 29ECh. 2.1 - Prob. 30ECh. 2.1 - Prob. 31ECh. 2.1 - Prob. 32ECh. 2.1 - Prob. 33ECh. 2.1 - Prob. 34ECh. 2.1 - Prob. 35ECh. 2.1 - In Exercises 3340, solve the equations using...Ch. 2.1 - Prob. 37ECh. 2.1 - Prob. 38ECh. 2.1 - Prob. 39ECh. 2.1 - Prob. 40ECh. 2.1 - Prob. 41ECh. 2.1 - Solve V=13r2h for h.Ch. 2.1 - Prob. 43ECh. 2.1 - Prob. 44ECh. 2.1 - Prob. 45ECh. 2.1 - Prob. 46ECh. 2.1 - Prob. 47ECh. 2.1 - Prob. 48ECh. 2.1 - Prob. 49ECh. 2.1 - Prob. 50ECh. 2.1 - Prob. 51ECh. 2.1 - Temperature Conversion The equation 5F 9C = 160...Ch. 2.1 - Prob. 53ECh. 2.1 - Prob. 54ECh. 2.1 - Prob. 55ECh. 2.1 - Prob. 56ECh. 2.1 - Prob. 57ECh. 2.1 - Reading Score The average reading score on the...Ch. 2.1 - Prob. 59ECh. 2.1 - Prob. 60ECh. 2.1 - Prob. 61ECh. 2.1 - Prob. 62ECh. 2.1 - Prob. 63ECh. 2.1 - Prob. 64ECh. 2.1 - Prob. 65ECh. 2.1 - Population of Females Under 18 Using projected...Ch. 2.1 - Prob. 67ECh. 2.1 - Prob. 68ECh. 2.1 - Prob. 69ECh. 2.1 - Prob. 70ECh. 2.1 - Prob. 71ECh. 2.1 - Prob. 72ECh. 2.1 - Prob. 73ECh. 2.1 - Prob. 74ECh. 2.1 - Prob. 75ECh. 2.1 - Salaries A man earning 100,000 per year has his...Ch. 2.1 - Prob. 77ECh. 2.1 - Prob. 78ECh. 2.1 - Prob. 79ECh. 2.1 - Prob. 80ECh. 2.1 - Prob. 81ECh. 2.1 - Investment If an investment at 7% simple interest...Ch. 2.1 - Prob. 83ECh. 2.1 - Prob. 84ECh. 2.1 - Prob. 85ECh. 2.1 - Prob. 86ECh. 2.1 - Prob. 87ECh. 2.1 - Land Cost The cost of land in Savannah is directly...Ch. 2.2 - Report models to three decimal places unless...Ch. 2.2 - Report models to three decimal places unless...Ch. 2.2 - Discuss whether the data shown in the scatter...Ch. 2.2 - Prob. 4ECh. 2.2 - Create a scatter plot for each of the sets of data...Ch. 2.2 - Create a scatter plot for each of the sets of data...Ch. 2.2 - Can the scatter plot in Exercise 5 be fit exactly...Ch. 2.2 - Can the scatter plot in Exercise 6 be fit exactly...Ch. 2.2 - Find the linear function that is the best fit for...Ch. 2.2 - Find the linear function that is the best fit for...Ch. 2.2 - Use the data in the following table for Exercises...Ch. 2.2 - Use the data in the following table for Exercises...Ch. 2.2 - Use the data in the following table for Exercises...Ch. 2.2 - Use the data in the following table for Exercises...Ch. 2.2 - Use the data in the table for Exercises 1518. 15....Ch. 2.2 - Use the data in the table for Exercises 1518. 16....Ch. 2.2 - Use the data in the table for Exercises 1518. 17....Ch. 2.2 - Prob. 18ECh. 2.2 - Prob. 19ECh. 2.2 - Prob. 20ECh. 2.2 - Prob. 21ECh. 2.2 - Prob. 22ECh. 2.2 - Prob. 23ECh. 2.2 - Prob. 24ECh. 2.2 - Social Security Benefits The figure shows how...Ch. 2.2 - Future Value of an Investment If 1000 is invested...Ch. 2.2 - Drug Doses The table below shows the usual dosage...Ch. 2.2 - Cardiac Health A Paramount elliptical machine...Ch. 2.2 - Disposable Income Disposable income is the amount...Ch. 2.2 - Oil Imports Crude oil and petroleum products are...Ch. 2.2 - Annual Wage The table gives the average annual...Ch. 2.2 - Consumer Price Index The table on the next page...Ch. 2.2 - Diabetes As the following table shows, projections...Ch. 2.2 - Carbon Dioxide Emissions The table gives the...Ch. 2.2 - U.S. Population Over Age 16 The table gives the...Ch. 2.2 - U.S. Population The following table gives...Ch. 2.2 - Prob. 37ECh. 2.2 - Non-White Population The graph gives the number of...Ch. 2.2 - Prob. 39ECh. 2.2 - Civilian Labor Force The table gives the size of...Ch. 2.2 - Obesity People who are severely obese (BMI 40)...Ch. 2.2 - Male Civilian Labor Force The table gives the male...Ch. 2.2 - Population of the World The table on the following...Ch. 2.2 - Prob. 44ECh. 2.2 - Prob. 45ECh. 2.3 - Determine if each ordered pair is a solution of...Ch. 2.3 - Determine if each ordered pair is a solution of...Ch. 2.3 - What are the coordinates of the point of...Ch. 2.3 - Give the coordinates of the point of intersection...Ch. 2.3 - In Exercises 58, solve the systems of equations...Ch. 2.3 - In Exercises 58, solve the systems of equations...Ch. 2.3 - Prob. 7ECh. 2.3 - Prob. 8ECh. 2.3 - Prob. 9ECh. 2.3 - Prob. 10ECh. 2.3 - In Exercises 1114, solve the systems of equations...Ch. 2.3 - In Exercises 1114, solve the systems of equations...Ch. 2.3 - In Exercises 1114, solve the systems of equations...Ch. 2.3 - Prob. 14ECh. 2.3 - In Exercises 1524, solve the systems of equations...Ch. 2.3 - Prob. 16ECh. 2.3 - In Exercises 1524, solve the systems of equations...Ch. 2.3 - Prob. 18ECh. 2.3 - In Exercises 1524, solve the systems of equations...Ch. 2.3 - Prob. 20ECh. 2.3 - In Exercises 1524. solve the systems of equations...Ch. 2.3 - Prob. 22ECh. 2.3 - In Exercises 1524, solve the systems of equations...Ch. 2.3 - Prob. 24ECh. 2.3 - In Exercises 2534, solve the systems of equations...Ch. 2.3 - Prob. 26ECh. 2.3 - Prob. 27ECh. 2.3 - Prob. 28ECh. 2.3 - Prob. 29ECh. 2.3 - Prob. 30ECh. 2.3 - Prob. 31ECh. 2.3 - Prob. 32ECh. 2.3 - Prob. 33ECh. 2.3 - Prob. 34ECh. 2.3 - Prob. 35ECh. 2.3 - Prob. 36ECh. 2.3 - Prob. 37ECh. 2.3 - Break-Even A manufacturer of automobile air...Ch. 2.3 - Prob. 39ECh. 2.3 - Prob. 40ECh. 2.3 - Concerta and Ritalin Concerta and Ritalin are two...Ch. 2.3 - Prob. 42ECh. 2.3 - Prob. 43ECh. 2.3 - Prob. 44ECh. 2.3 - Prob. 45ECh. 2.3 - Age at First Marriage and First Birth The graph...Ch. 2.3 - Prob. 47ECh. 2.3 - Prob. 48ECh. 2.3 - Prob. 49ECh. 2.3 - Prob. 50ECh. 2.3 - Investment One safe investment pays 8% per year,...Ch. 2.3 - Investment A woman invests 52,000 in two different...Ch. 2.3 - Prob. 53ECh. 2.3 - Prob. 54ECh. 2.3 - Prob. 55ECh. 2.3 - Prob. 56ECh. 2.3 - Prob. 57ECh. 2.3 - Prob. 58ECh. 2.3 - Prob. 59ECh. 2.3 - Prob. 60ECh. 2.3 - Prob. 61ECh. 2.3 - Prob. 62ECh. 2.3 - Prob. 63ECh. 2.3 - Prob. 64ECh. 2.3 - Prob. 65ECh. 2.3 - Prob. 66ECh. 2.3 - Market Equilibrium A retail chain will buy 900...Ch. 2.4 - In Exercises 112, solve the inequalities both...Ch. 2.4 - In Exercises 112, solve the inequalities both...Ch. 2.4 - In Exercises 112, solve the inequalities both...Ch. 2.4 - In Exercises 112, solve the inequalities both...Ch. 2.4 - Prob. 5ECh. 2.4 - Prob. 6ECh. 2.4 - Prob. 7ECh. 2.4 - In Exercises 112, solve the inequalities both...Ch. 2.4 - Prob. 9ECh. 2.4 - Prob. 10ECh. 2.4 - Prob. 11ECh. 2.4 - Prob. 12ECh. 2.4 - In Exercises 13 and 14, solve graphically by the...Ch. 2.4 - In Exercises 13 and 14, solve graphically by the...Ch. 2.4 - In Exercises 15 and 16, solve graphically by the...Ch. 2.4 - In Exercises 15 and 16, solve graphically by the...Ch. 2.4 - The graphs of two linear functions f and g are...Ch. 2.4 - The graphs of three linear functions f, g, and h...Ch. 2.4 - In Exercises 1928, solve the double inequalities....Ch. 2.4 - In Exercises 1928, solve the double inequalities....Ch. 2.4 - Prob. 21ECh. 2.4 - Prob. 22ECh. 2.4 - Prob. 23ECh. 2.4 - Prob. 24ECh. 2.4 - Prob. 25ECh. 2.4 - Prob. 26ECh. 2.4 - Prob. 27ECh. 2.4 - In Exercises 1928, solve the double inequalities....Ch. 2.4 - Depreciation Suppose a business purchases...Ch. 2.4 - Blood Alcohol Percent The blood alcohol percent p...Ch. 2.4 - Freezing The equation F=92C+32 gives the...Ch. 2.4 - Prob. 32ECh. 2.4 - Job Selection Deb Cook is given the choice of two...Ch. 2.4 - Stock Market Susan Mason purchased 1000 shares of...Ch. 2.4 - Grades If Stan Cook has a course average score...Ch. 2.4 - Grades If John Deal has a course average score...Ch. 2.4 - Cigarette Use The percent of 12th graders who have...Ch. 2.4 - Prob. 38ECh. 2.4 - Social Security A person scheduled to receive a...Ch. 2.4 - Prob. 40ECh. 2.4 - Prob. 41ECh. 2.4 - Prison Sentences The mean time y spent in prison...Ch. 2.4 - Prob. 43ECh. 2.4 - Prob. 44ECh. 2.4 - Home Appraisal A home purchased in 1996 for...Ch. 2.4 - Prob. 46ECh. 2.4 - Prob. 47ECh. 2.4 - Prob. 48ECh. 2.4 - Break-Even A large hardware stores monthly profit...Ch. 2.4 - Prob. 50ECh. 2.4 - Break-Even A company produces a logic board for...Ch. 2.4 - Prob. 52ECh. 2.4 - Prob. 53ECh. 2.4 - Prob. 54ECh. 2.4 - Prob. 55ECh. 2.4 - Prob. 56ECh. 2 - In Exercises 18, state the property (or...Ch. 2 - Prob. 2TECh. 2 - Prob. 3TECh. 2 - Prob. 4TECh. 2 - Prob. 5TECh. 2 - Prob. 6TECh. 2 - In Exercises 18, state the property (or...Ch. 2 - In Exercises 18, state the property (or...Ch. 2 - Prob. 9TECh. 2 - Prob. 10TECh. 2 - Prob. 11TECh. 2 - Prob. 12TECh. 2 - Prob. 13TECh. 2 - Prob. 14TECh. 2 - Prob. 15TECh. 2 - Prob. 16TECh. 2 - Prob. 17TECh. 2 - In Exercises 1720, use the Substitution Property...Ch. 2 - Prob. 19TECh. 2 - Prob. 20TECh. 2 - Prob. 21TECh. 2 - Prob. 22TECh. 2 - Prob. 23TECh. 2 - Prob. 24TECh. 2 - Prob. 25TECh. 2 - Prob. 26TECh. 2 - Prob. 27TECh. 2 - Prob. 28TECh. 2 - Prob. 29TECh. 2 - Prob. 30TECh. 2 - Prob. 31TECh. 2 - Prob. 32TECh. 2 - Prob. 33TECh. 2 - Prob. 34TECh. 2 - Prob. 35TECh. 2 - Prob. 36TECh. 2 - Prob. 37TECh. 2 - Prob. 38TECh. 2 - Prob. 39TECh. 2 - Prob. 1RECh. 2 - Prob. 2RECh. 2 - Prob. 3RECh. 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 - Prob. 22RECh. 2 - Prob. 23RECh. 2 - Prob. 24RECh. 2 - Prob. 25RECh. 2 - Prob. 26RECh. 2 - Prob. 27RECh. 2 - Prob. 28RECh. 2 - Prob. 29RECh. 2 - Prob. 30RECh. 2 - Prob. 31RECh. 2 - Prob. 32RECh. 2 - Prob. 33RECh. 2 - Prob. 34RECh. 2 - Prob. 35RECh. 2 - Prob. 36RECh. 2 - Prob. 37RECh. 2 - Prob. 38RECh. 2 - Prob. 39RECh. 2 - Prob. 40RECh. 2 - Prob. 41RECh. 2 - Heart Rate The table gives the desired heart rate...Ch. 2 - Prob. 43RECh. 2 - Prob. 44RECh. 2 - Prob. 45RECh. 2 - Prob. 46RECh. 2 - Prob. 47RECh. 2 - Prob. 48RECh. 2 - Prob. 49RECh. 2 - Prob. 50RE
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