Using & Understanding Mathematics: A Quantitative Reasoning Approach (7th Edition)
7th Edition
ISBN: 9780134715919
Author: Bennett
Publisher: PEARSON
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Textbook Question
Chapter 6.B, Problem 20E
Understanding Variation. The following exercises give four data sets consisting of seven numbers.
a. Make a histogram for each set.
b. Give the five-number summary and draw a boxplot for each set.
c. Compute the standard deviation for each set.
d. Based on your results, briefly explain how the standard deviation provides a useful single-number summary of the variation these data sets.
20. The following sets of numbers all have a mean of 6:
{6, 6, 6, 6, 6, 6, 6}, {5, 5, 6, 6, 6, 7, 7},
{5, 5, 5, 6, 7, 7, 7}, {3, 3, 3, 6, 9, 9, 9}
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3. Let {X} be an autoregressive process of order one, usually written as AR(1).
(a) Write down an equation defining X₁ in terms of an autoregression coefficient a
and a white noise process {} with variance σ².
Explain what the phrase "{} is a white noise process with variance o?" means.
(b) Derive expressions for the variance 70 and the autocorrelation function Pk, k
0,1,. of the {X} in terms of o2 and a.
Use these expressions to suggest an estimate of a in terms of the sample autocor-
relations {k}.
(c) Suppose that only every second value of X is observed, resulting in a time series
Y X2, t = 1, 2,....
Show that {Y} forms an AR(1) process. Find its autoregression coefficient, say
d', and the variance of the underlying white noise process, in terms of a and o².
(d) Given a time series data set X1, ..., X256 with sample mean = 9.23 and sample
autocorrelations ₁ = -0.6, 2 = 0.36, 3 = -0.22, p = 0.13, 5 = -0.08,
estimate the autoregression coefficients a and a' of {X} and {Y}.
#8 (a) Find the equation of the tangent line to y = √x+3 at x=6
(b) Find the differential dy at y = √x +3 and evaluate it for x=6 and dx = 0.3
Refer to page 96 for a problem involving the heat equation. Solve the PDE using the method of
separation of variables. Derive the solution step-by-step, including the boundary conditions.
Instructions: Stick to solving the heat equation. Show all intermediate steps, including separation
of variables, solving for eigenvalues, and constructing the solution. Irrelevant explanations are
not allowed.
Link: [https://drive.google.com/file/d/1wKSrun-GlxirS31Z9qoHazb9tC440AZF/view?usp=sharing]
Chapter 6 Solutions
Using & Understanding Mathematics: A Quantitative Reasoning Approach (7th Edition)
Ch. 6.A - Prob. 1QQCh. 6.A - On an astronomy exam, 20 students score below 79...Ch. 6.A - One hundred students take a chemistry exam. All...Ch. 6.A - Twenty students take a political science exam....Ch. 6.A - A survey asks students to state many sodas they...Ch. 6.A - Among professional actors, a small number of...Ch. 6.A - The distribution of wages at a company is...Ch. 6.A - Compared to a distribution with a broad central...Ch. 6.A - If you compared the distribution of weights of 20...Ch. 6.A - The mayor of a town is considering a run for...
Ch. 6.A - 1. Define and distinguish among mean, median, and...Ch. 6.A - Prob. 2ECh. 6.A - Briefly describe at least two possible sources of...Ch. 6.A - Prob. 4ECh. 6.A - Prob. 5ECh. 6.A - Prob. 6ECh. 6.A - In my data set of 10 exam scores, the mean turned...Ch. 6.A - In my data set of 10 exam scores, the median...Ch. 6.A - I made a distribution of 15 apartment rents in my...Ch. 6.A - Two extremely tall people skewed the distribution...Ch. 6.A - The distribution of grades was left-skewed, but...Ch. 6.A - There’s much more variation in the ages of the...Ch. 6.A - 13-18: Mean, Median, and Mode. Compute the mean,...Ch. 6.A - Mean, Median, and Mode. Compute the mean, median,...Ch. 6.A - Mean, Median, and Mode. Compute the mean, median,...Ch. 6.A - Mean, Median, and Mode. Compute the mean, median,...Ch. 6.A - 13–18: Mean, Median, and Mode. Compute the mean,...Ch. 6.A - 13-18: Mean, Median, and Mode. Compute the mean,...Ch. 6.A - Outlier Coke. Cans of Coca-Cola vary slightly in...Ch. 6.A - 20. Margin of Victory. The following data give the...Ch. 6.A - Appropriate Average. For each of the following...Ch. 6.A - 21-26: Appropriate Average. For each of the...Ch. 6.A - 21-26: Appropriate Average. For each of the...Ch. 6.A - 21-26: Appropriate Average. For each of the...Ch. 6.A - 21-26: Appropriate Average. For each of the...Ch. 6.A - 21-26: Appropriate Average. For each of the...Ch. 6.A - 27-34: Describing Distributions Consider the...Ch. 6.A - Describing Distributions. Consider the following...Ch. 6.A - 27-34: Describing Distributions Consider the...Ch. 6.A - Describing Distributions. Consider the following...Ch. 6.A - 27-34: Describing Distributions Consider the...Ch. 6.A - Describing Distributions. Consider the following...Ch. 6.A - Prob. 33ECh. 6.A - Describing Distributions. Consider the following...Ch. 6.A - Prob. 35ECh. 6.A - 35-36: Understanding Distributions. For the given...Ch. 6.A - Smooth Distributions. Through each histogram, draw...Ch. 6.A - Smooth Distributions. For each histogram, draw a...Ch. 6.A - Smooth Distributions. For each histogram, draw a...Ch. 6.A - Prob. 40ECh. 6.A - Family Income. Suppose you study family income in...Ch. 6.A - Airline Delays. Suppose you are a scheduler for a...Ch. 6.A - Weighted Means. We often deal with weighted means,...Ch. 6.A - Weighted Means. We often deal with weighted means,...Ch. 6.A - Prob. 45ECh. 6.A - Prob. 46ECh. 6.A - Prob. 47ECh. 6.A - Prob. 48ECh. 6.A - 50. Daily Averages. Cite three examples of...Ch. 6.A - 51. Distributions in the News. Find three recent...Ch. 6.A - Answer the following questions using procedures...Ch. 6.A - Prob. 52ECh. 6.A - 53. StatCrunch Project. Choose a data set...Ch. 6.B - The lowest score on an exam was 62, the median...Ch. 6.B - Which of the following is not part of a...Ch. 6.B - The lower quartile for hourly wages at a coffee...Ch. 6.B - Is it possible for a distribution to have a mean...Ch. 6.B - Suppose you are given the mean and just one data...Ch. 6.B - The standard deviation is best described as a...Ch. 6.B - What type of data distribution has a negative...Ch. 6.B - In any distribution, it is always true that a. the...Ch. 6.B - Which data set would you expect to have the...Ch. 6.B - Professors Smith, Jones, and Garcia all got the...Ch. 6.B - Consider two grocery stores at which the mean time...Ch. 6.B - Describe how we define and calculate the range of...Ch. 6.B - Prob. 3ECh. 6.B - Prob. 4ECh. 6.B - Prob. 5ECh. 6.B - Prob. 6ECh. 6.B - The distributions of scores on two exams had the...Ch. 6.B - The highest exam score was in the upper quartile...Ch. 6.B - For the 30 students who took the test, the high...Ch. 6.B - I examined the data carefully, and the range was...Ch. 6.B - The standard deviation for the heights of a group...Ch. 6.B - The mean gas mileage of the compact cars we tested...Ch. 6.B - 13. Big Bank Verification. Find the mean and...Ch. 6.B - Prob. 14ECh. 6.B - Comparing Variations. Consider the following data...Ch. 6.B - Prob. 16ECh. 6.B - Prob. 17ECh. 6.B - Comparing Variations. Consider the following data...Ch. 6.B - Understanding Variation. The following exercises...Ch. 6.B - Understanding Variation. The following exercises...Ch. 6.B - Pizza Deliveries. After recording the pizza...Ch. 6.B - Airline Arrival Times. Two airlines have data on...Ch. 6.B - 23. Portfolio Standard Deviation. The book...Ch. 6.B - Defect Rates. Two factories each produce 1000...Ch. 6.B - 25. Ice Cream Deviations. Each night you total the...Ch. 6.B - Vet Data. A small animal veterinarian reviews her...Ch. 6.B - Prob. 27ECh. 6.B - Prob. 28ECh. 6.B - 29. Quality Control. An auto transmission...Ch. 6.B - Web Data Sets. Go to any website that gives data...Ch. 6.B - Prob. 31ECh. 6.B - Prob. 32ECh. 6.B - Prob. 33ECh. 6.B - Prob. 34ECh. 6.B - 35. Variation in StatCrunch. Load the data set...Ch. 6.B - 36. StatCrunch Project. Choose a data set...Ch. 6.C - Graphs of normal distributions a. always look...Ch. 6.C - In a normal distribution, the mean a. is equal to...Ch. 6.C - In a normal distribution, data values farther from...Ch. 6.C - Consider wages at a fast food restaurant where...Ch. 6.C - In a normal distribution, about 2/3 Of the data...Ch. 6.C - Suppose a car driven under different conditions...Ch. 6.C - Consider again the car described in Question 6. On...Ch. 6.C - Consider an exam with a normal distribution of...Ch. 6.C - An acquaintance tells you that his IQ is in the...Ch. 6.C - The height of a particular 7-year-old girl has a...Ch. 6.C - 1. What is a normal distribution? Briefly describe...Ch. 6.C - 2. What is the 68-95-99.7 rule for normal...Ch. 6.C - 3. What is a standard score? How do you find the...Ch. 6.C - Prob. 4ECh. 6.C - The heights of male basketball players at Kentucky...Ch. 6.C - The weights of babies born at Belmont Hospital are...Ch. 6.C - The weights of babies born at Belmont Hospital are...Ch. 6.C - On yesterday's mathematics exam, the standard...Ch. 6.C - My professor graded the final on a curve, and she...Ch. 6.C - Jack is the 50th percentile for height, so he is...Ch. 6.C - Prob. 11ECh. 6.C - Prob. 12ECh. 6.C - Prob. 13ECh. 6.C - 13-18: Normal Distributions. State, with an...Ch. 6.C - 13-18: Normal Distributions. State, with an...Ch. 6.C - Normal Distributions. State, with an explanation,...Ch. 6.C - Prob. 17ECh. 6.C - 13-18: Normal Distributions. State, with an...Ch. 6.C - The 68-95-99.7 Rule. A set of test scores is...Ch. 6.C - The 68-95-99.7 Rule. The resting heart rates for a...Ch. 6.C - Psychology Exam. The scores on a psychology exam...Ch. 6.C - Psychology Exam. The scores on a psychology exam...Ch. 6.C - Psychology Exam. The scores on a psychology exam...Ch. 6.C - Psychology Exam. The scores on a psychology exam...Ch. 6.C - Psychology Exam. The scores on a psychology exam...Ch. 6.C - 21-28: Psychology Exam. The scores on a psychology...Ch. 6.C - 21-28: Psychology Exam. The scores on a psychology...Ch. 6.C - Psychology Exam. The scores on a psychology exam...Ch. 6.C - Standard Scores and Percentiles. Use Table 6.3 to...Ch. 6.C - Standard Scores and Percentiles. Use Table 6.3 to...Ch. 6.C - Percentiles. Use Table 6.4 to find the approximate...Ch. 6.C - Percentiles. Use Table 6.4 to find the approximate...Ch. 6.C - Pregnancy Length. Actual lengths of terms are...Ch. 6.C - Pregnancy Length. Actual lengths of terms are...Ch. 6.C - Prob. 35ECh. 6.C - Prob. 36ECh. 6.C - Heights. According to data from the National...Ch. 6.C - Body Mass Index (BMI). The body mass indexes of...Ch. 6.C - 39. Is It Likely? Suppose you read that the...Ch. 6.C - Prob. 40ECh. 6.C - GRE Scores. Scores on the verbal Graduate Record...Ch. 6.C - 41-47: GRE Scores. Scores on the verbal section of...Ch. 6.C - 41-47: GRE Scores. Scores on the verbal section of...Ch. 6.C - Prob. 44ECh. 6.C - 41-47: GRE Scores. Scores on the verbal section of...Ch. 6.C - Prob. 46ECh. 6.C - Prob. 47ECh. 6.C - Normal Distributions. Many data sets described in...Ch. 6.C - Normal Demonstration. Do a Web search on the...Ch. 6.C - Heights of American Men. The heights of American...Ch. 6.C - Normal Distributions in StatCrunch. Go to the work...Ch. 6.C - Prob. 52ECh. 6.D - Prob. 1QQCh. 6.D - Prob. 2QQCh. 6.D - Prob. 3QQCh. 6.D - Prob. 4QQCh. 6.D - A poll finds that 35% of the people surveyed...Ch. 6.D - Prob. 6QQCh. 6.D - Consider a survey with a margin of error of 4%. If...Ch. 6.D - Prob. 8QQCh. 6.D - Prob. 9QQCh. 6.D - Prob. 10QQCh. 6.D - Prob. 1ECh. 6.D - Prob. 2ECh. 6.D - Prob. 3ECh. 6.D - Prob. 4ECh. 6.D - Prob. 5ECh. 6.D - Prob. 6ECh. 6.D - Prob. 7ECh. 6.D - Prob. 8ECh. 6.D - Prob. 9ECh. 6.D - Prob. 10ECh. 6.D - Both agencies conducted their surveys carefully,...Ch. 6.D - If you want to reduce the margin of error in your...Ch. 6.D - Prob. 13ECh. 6.D - Prob. 14ECh. 6.D - Prob. 15ECh. 6.D - Subjective Significance. For each of the following...Ch. 6.D - 15-20: Subjective Significance. For each of the...Ch. 6.D - Prob. 18ECh. 6.D - Prob. 19ECh. 6.D - 15-20: Subjective Significance. For each of the...Ch. 6.D - Human Body Temperature. A study by University of...Ch. 6.D - Seat Belts and Children. In a study of children...Ch. 6.D - SAT Preparation. A study of 75 students who took...Ch. 6.D - Weight by Age. A National Health Survey determined...Ch. 6.D - Margin of Error. Find the margin of error and the...Ch. 6.D - Prob. 26ECh. 6.D - 25-32: Margin of Error. Find the margin of error...Ch. 6.D - Prob. 28ECh. 6.D - Prob. 29ECh. 6.D - 25-32: Margin of Error. Find the margin of error...Ch. 6.D - 25-32: Margin of Error. Find the margin of error...Ch. 6.D - Margin of Error. Find the margin of error and the...Ch. 6.D - 33-38: Formulating Hypotheses. Consider the...Ch. 6.D - Prob. 34ECh. 6.D - Prob. 35ECh. 6.D - Prob. 36ECh. 6.D - Prob. 37ECh. 6.D - Prob. 38ECh. 6.D -
39-44: Hypothesis Tests. The following exercises...Ch. 6.D -
39-44: Hypothesis Tests. The following exercises...Ch. 6.D -
39-44: Hypothesis Tests. The following exercises...Ch. 6.D -
39-44: Hypothesis Tests. The following exercises...Ch. 6.D -
39-44: Hypothesis Tests. The following exercises...Ch. 6.D - Prob. 44ECh. 6.D - Prob. 45ECh. 6.D - Prob. 46ECh. 6.D - Prob. 47ECh. 6.D - Better Margin of Error. Suppose you want to...Ch. 6.D - Prob. 49ECh. 6.D - Recent Polls. Visit the websites of polling...Ch. 6.D - Prob. 51ECh. 6.D - Statistical Significance. Find a recent news...Ch. 6.D - Prob. 53ECh. 6.D - Hypothesis Testing. Find a news report describing...Ch. 6.D - 55. Confidence Interval. Go to and choose...
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