ELEMENTARY STATISTICS(LL)(FD)
3rd Edition
ISBN: 9781260707458
Author: Navidi
Publisher: MCGRAW-HILL CUSTOM PUBLISHING
expand_more
expand_more
format_list_bulleted
Concept explainers
Question
Chapter 1, Problem 14RE
To determine
To explain given result of the study are unreliable or not.
Expert Solution & Answer
Want to see the full answer?
Check out a sample textbook solutionStudents have asked these similar questions
Park City, Utah was settled as a mining community in 1870 and experienced growth until the late 1950s when the price of silver dropped. In the past 40 years, Park City has experienced new growth as a thriving ski resort. The population data for selected years
between 1900 and 2009 are given below.
Park City, Utah
Year
1900
1930
1940
1950
1970
1980
1990
2000
2009
Population
3759
4281
3739
2254
1193
2823
4468
7341
11983
(a) What behavior of a scatter plot of the data indicates that a cubic model is appropriate?
O a change in concavity and neither a relative maximum nor a relative minimum
O a change in concavity and both a relative maximum and a relative minimum
O no change in concavity and an absolute minimum
O no change in concavity and an absolute maximum
(b) Align the input so that t = 0 in 1900. Find a cubic model for the data. (Round all numerical values to three decimal places.)
p(t) =
(c) Numerically estimate the derivative of the model in 2007 to the nearest hundred.
p'(107) =…
Heart rate during laughter. Laughter is often called “the best medicine,” since studies have shown that laughter can reduce muscle tension and increase oxygenation of the blood. In the International Journal of Obesity (Jan. 2007), researchers at Vanderbilt University investigated the physiological changes that accompany laughter. Ninety subjects (18–34 years old) watched film clips designed to evoke laughter. During the laughing period, the researchers measured the heart rate (beats per minute) of each subject,
with the following summary results:
Mean = 73.5,
Standard Deviation = 6. n=90 (we can treat this as a large sample and use z)
It is well known that the mean resting heart rate of adults is 71 beats per minute. Based on the research on laughter and heart rate, we would expect subjects to have a higher heart beat rate while laughing.Construct 95% Confidence interval using z value. What is the lower bound of CI?
a) Calculate the value of the test statistic.(z*)
b) If…
A certain virus affects 0.5% of the population. A test used to detect the virus in a person is positive 90% of the time if the person has the virus (true positive) and 15% of the time if the person does not have the virus (false positive). Fill out the remainder of the following table and use it to answer the two questions below based on a total sample of 100,000 people.
Virus
No Virus
Total
Positive Test
Negative Test
Total
100,000
a) Find the probability that a person has the virus given that they have tested positive. Round your answer to the nearest hundredth of a percent and do not include a percent sign. %
b) Find the probability that a person does not have the virus given that they test negative. Round your answer to the nearest hundredth of a percent and do not include a percent sign.
Chapter 1 Solutions
ELEMENTARY STATISTICS(LL)(FD)
Ch. 1.1 - In Exercises 7—12, fill in each blank with the...Ch. 1.1 - In Exercises 7—12, fill in each blank with the...Ch. 1.1 - In Exercises 7—12, fill in each blank with the...Ch. 1.1 - In Exercises 7—12, fill in each blank with the...Ch. 1.1 - In Exercises 7—12, fill in each blank with the...Ch. 1.1 - In Exercises 7—12, fill in each blank with the...Ch. 1.1 - In Exercises 13—16, determine whether the...Ch. 1.1 - In Exercises 13—16, determine whether the...Ch. 1.1 - In Exercises 13—16, determine whether the...Ch. 1.1 - In Exercises 13—16, determine whether the...
Ch. 1.1 - In Exercises 17—20, determine whether the number...Ch. 1.1 - In Exercises 17—20, determine whether the number...Ch. 1.1 - In Exercises 17—20, determine whether the number...Ch. 1.1 - In Exercises 17—20, determine whether the number...Ch. 1.1 - Exercises 21—24 refer to the population of...Ch. 1.1 - Exercises 21—24 refer to the population of...Ch. 1.1 - Exercises 21—24 refer to the population of...Ch. 1.1 - Exercises 21—24 refer to the population of...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - In Exercises 25—36, identify the kind of sample...Ch. 1.1 - Computer network: Every third day, a computer...Ch. 1.1 - Smartphone apps: A smartphone app produces a...Ch. 1.1 - Youre giving me a headache: A pharmaceutical...Ch. 1.1 - Pay more for recreation? The director of the...Ch. 1.1 - Voter preferences: A pollster wants to sample 500...Ch. 1.1 - Quality control: Products come off an assembly...Ch. 1.1 - On-site day care: A large company wants to sample...Ch. 1.1 - The tax man cometh: The Internal Revenue Service...Ch. 1.1 - Draw a sample: Imagine that you are asked to...Ch. 1.1 - A systematic sample is a cluster sample: Explain...Ch. 1.2 - In Exercises 5—10, fill in each blank with the...Ch. 1.2 - In Exercises 5—10, fill in each blank with the...Ch. 1.2 - In Exercises 5—10, fill in each blank with the...Ch. 1.2 - In Exercises 5—10, fill in each blank with the...Ch. 1.2 - In Exercises 5—10, fill in each blank with the...Ch. 1.2 - In Exercises 5—10, fill in each blank with the...Ch. 1.2 - In Exercises 11—14, determine whether the...Ch. 1.2 - In Exercises 11—14, determine whether the...Ch. 1.2 - In Exercises 11—14, determine whether the...Ch. 1.2 - In Exercises 11—14, determine whether the...Ch. 1.2 - In Exercises 15—24, determine whether the data...Ch. 1.2 - In Exercises 15—24, determine whether the data...Ch. 1.2 - In Exercises 15—24, determine whether the data...Ch. 1.2 - In Exercises 15—24, determine whether the data...Ch. 1.2 - In Exercises 15—24, determine whether the data...Ch. 1.2 - In Exercises 15—24, determine whether the data...Ch. 1.2 - In Exercises 15—24, determine whether the data...Ch. 1.2 - In Exercises 15—24, determine whether the data...Ch. 1.2 - In Exercises 15—24, determine whether the data...Ch. 1.2 - In Exercises 15—24, determine whether the data...Ch. 1.2 - In Exercises 25—32, determine whether the data...Ch. 1.2 - In Exercises 25—32, determine whether the data...Ch. 1.2 - In Exercises 25—32, determine whether the data...Ch. 1.2 - In Exercises 25—32, determine whether the data...Ch. 1.2 - In Exercises 25—32, determine whether the data...Ch. 1.2 - In Exercises 25—32, determine whether the data...Ch. 1.2 - In Exercises 25—32, determine whether the data...Ch. 1.2 - In Exercises 25—32, determine whether the data...Ch. 1.2 - In Exercises 33—40, determine whether the data...Ch. 1.2 - In Exercises 33—40, determine whether the data...Ch. 1.2 - In Exercises 33—40, determine whether the data...Ch. 1.2 - In Exercises 33—40, determine whether the data...Ch. 1.2 - In Exercises 33—40, determine whether the data...Ch. 1.2 - In Exercises 33—40, determine whether the data...Ch. 1.2 - In Exercises 33—40, determine whether the data...Ch. 1.2 - In Exercises 33—40, determine whether the data...Ch. 1.2 - Music Videos: Following are the most-viewed videos...Ch. 1.2 - More Videos: The following table presents the...Ch. 1.2 - Hows the economy? A poll conducted by the American...Ch. 1.2 - Global warming: A recent Pew poll asked people...Ch. 1.2 - Graphic Novels: According to Time magazine, some...Ch. 1.2 - Watch sour language: According to Merriam Webster...Ch. 1.2 - Top ten video games: According to Wikipedia, the...Ch. 1.2 - At the movies: The following table provides...Ch. 1.2 - What do the numbers mean? A survey is administered...Ch. 1.3 - In Exercises 5—10, fill in each blank with the...Ch. 1.3 - In Exercises 5—10, fill in each blank with the...Ch. 1.3 - In Exercises 5—10, fill in each blank with the...Ch. 1.3 - In Exercises 5—10, fill in each blank with the...Ch. 1.3 - In Exercises 5—10, fill in each blank with the...Ch. 1.3 - In Exercises 5—10, fill in each blank with the...Ch. 1.3 - In Exercise 11—16, determine whether the...Ch. 1.3 - In Exercise 11—16, determine whether the...Ch. 1.3 - In Exercise 11—16, determine whether the...Ch. 1.3 - In Exercise 11—16, determine whether the...Ch. 1.3 - In Exercise 11—16, determine whether the...Ch. 1.3 - In Exercise 11—16, determine whether the...Ch. 1.3 - To determine the effectiveness of a new pain...Ch. 1.3 - A medical researcher wants to determine whether...Ch. 1.3 - A medical researcher wants to determine whether...Ch. 1.3 - An agricultural scientist wants to determine the...Ch. 1.3 - Air pollution and colds: A scientist wants to...Ch. 1.3 - Cold medications: A scientist wants to determine...Ch. 1.3 - Taxicabs and crime: A sociologist discovered that...Ch. 1.3 - Recovering from heart attacks: In a study of...Ch. 1.3 - Eat your vegetables: In an observational study,...Ch. 1.3 - Vocabulary and height: A vocabulary test was given...Ch. 1.3 - Secondhand smoke: A recent study compared the...Ch. 1.3 - Pollution in China: In a recent study, Z. Zhao and...Ch. 1.3 - The Salk Vaccine Trial: In 1954, the first vaccine...Ch. 1.3 - Another Salk Vaccine Trial: Another study of the...Ch. 1.3 - Smoking and health: A study was performed by the...Ch. 1.3 - Alcohol and liver disease: It is known that...Ch. 1.4 - In Exercises 3—5, fill in each blank with the...Ch. 1.4 - In Exercises 3—5, fill in each blank with the...Ch. 1.4 - In Exercises 3—5, fill in each blank with the...Ch. 1.4 - In Exercises 6—8, determine whether the...Ch. 1.4 - In Exercises 6—8, determine whether the...Ch. 1.4 - In Exercises 6—8, determine whether the...Ch. 1.4 - In Exercises 9—16, specify the type of bias...Ch. 1.4 - In Exercises 9—16, specify the type of bias...Ch. 1.4 - In Exercises 9—16, specify the type of bias...Ch. 1.4 - In Exercises 9—16, specify the type of bias...Ch. 1.4 - In Exercises 9—16, specify the type of bias...Ch. 1.4 - In Exercises 9—16, specify the type of bias...Ch. 1.4 - In Exercises 9—16, specify the type of bias...Ch. 1.4 - In Exercises 9—16, specify the type of bias...Ch. 1.4 - Nuclear power, anyone? In a survey conducted by...Ch. 1.4 - Whos calling, please? Random-digit dialing is a...Ch. 1.4 - Whos calling, please? Many polls are conducted...Ch. 1.4 - Order of choices: When multiple-choice questions...Ch. 1.4 - Literary Digest poll: In the 1936 presidential...Ch. 1 - Provide an example of a qualitative variable and...Ch. 1 - Is the name of your favorite author a qualitative...Ch. 1 - Prob. 3CQCh. 1 - Prob. 4CQCh. 1 - True or false: Ideally, a sample should represent...Ch. 1 - Prob. 6CQCh. 1 - Prob. 7CQCh. 1 - Prob. 8CQCh. 1 - Prob. 9CQCh. 1 - Prob. 10CQCh. 1 - Prob. 11CQCh. 1 - Prob. 12CQCh. 1 - In analyzing the course grades of students in an...Ch. 1 - Prob. 14CQCh. 1 - Prob. 15CQCh. 1 - Prob. 1RECh. 1 - Prob. 2RECh. 1 - Prob. 3RECh. 1 - Prob. 4RECh. 1 - In Exercises 5—8, identify the kind of sample...Ch. 1 - Prob. 6RECh. 1 - Prob. 7RECh. 1 - Prob. 8RECh. 1 - Fluoride and tooth decay: Researchers examine the...Ch. 1 - Better gas mileage: A taxi company in a large city...Ch. 1 - Prob. 11RECh. 1 - Prob. 12RECh. 1 - Prob. 13RECh. 1 - Prob. 14RECh. 1 - Prob. 15RECh. 1 - Describe the difference between a stratified...Ch. 1 - Prob. 2WAICh. 1 - Describe circumstances under which each of the...Ch. 1 - Suppose that you were asked to collect some...Ch. 1 - Prob. 5WAICh. 1 - What are the primary differences between a...Ch. 1 - What are the advantages of a double-blind study?...Ch. 1 - Prob. 8WAICh. 1 - Prob. 9WAICh. 1 - Air pollution is a serious problem in many places....Ch. 1 - Prob. 2CSCh. 1 - Air pollution is a serious problem in many places....Ch. 1 - Air pollution is a serious problem in many places....Ch. 1 - Air pollution is a serious problem in many places....Ch. 1 - Air pollution is a serious problem in many places....Ch. 1 - Is there a large difference between the percentage...Ch. 1 - Explain why the percentage of high-exposure people...Ch. 1 - Explain why the percentage of low-exposure people...Ch. 1 - As the weather sets warmer. PM goes down because...Ch. 1 - It is generally the case in epidemiologic studies...Ch. 1 - Rather than send out questionnaires, the...
Knowledge Booster
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.Similar questions
- Use this data for the exercises that follow: In 2013, there were roughly 317 million citizens in the United States, and about 40 million were elderly (aged 65 and over).[34] 60. It is predicted that by 2030, one in five U.S. citizens will be elderly. How much greater will the chances of meeting an elderly person be at that time? What policy changes do you foresee if these statistics hold true?arrow_forwardAn experimenter wants to study the relationship between type of milk and infant growth in underdeveloped countries. She randomly assigns 300 infants to either a breast-feeding group or an infant formula group. She then weighs the infants every three days for the first four weeks of life.arrow_forwardA psychologist believed that as children get older, they engage in more “inactive activities” such as playing computer games, watching TV and surfing the internet. She collected data from 10 children. She recorded the age of each child and the amount of activity (in hours) the child engaged in per week. Age Activity 7 4.3 9 3.2 10 1 13 1.5 12 1.2 15 0.8 9 3 12 4 15 1.5 14 1.9 Using excel, obtain a scatterplot of the data. Discuss the relationship between age and activity based on the scatterplot. Using excel, obtain the simple linear regression linear regression line predicting activity from age. Interpret the intercept and slope of the regression line. By hand, predict the amount of activity for age = 14. By hand, calculate the residual for age = 14 Using excel output, test the null hypothesis that the slope coefficient is zero using the p-value approach. Write one sentence interpreting the meaning of this result. Make sure to report the test statistic…arrow_forward
- An observational study is conducted to compare experiences of men and women between the ages of 50‒59 years, following coronary artery bypass surgery. Participants undergo the surgery and are followed until the time of death, until they are lost to follow-up, or up to 30 years, whichever comes first. The following table details the experiences of participating men and women. The data below are years of death or years of last contact for men and women. Men Women Year of Death Year of Last Contact Year of Death Year of Last Contact 5 8 19 4 12 17 20 9 14 24 21 14 23 26 24 15 29 26 17 27 19 29 21 30 22 30 24 30 25 30 a) Estimate the survival functions for each treatment group using the Kaplan-Meier approach. b) Test whether there is a significant difference in survival between treatment groups using the log rank test and a 5 percent…arrow_forwardpart barrow_forwardwhat is question e asking??arrow_forward
- Researchers are interested in conducting an observational study investigating the relationship between hepatitis C and early mortality in HIV positive patients. The following table represents the findings from the study after a follow-up time period of 15 years. Deceased Not Deceased Total Hepatitis C + 421 348 769 Hepatitis C - 425 820 1245 Total 846 1168 2014 A) Calculate the mortality rate in the exposed and unexposed. B) Is mortality a measure of incidence or prevalence?arrow_forwardThe National Hurricane Center provides data that list the number of large (category 3, 4, or 5) hurricanes that have struck the United States, by decade, from 1851-2020. Is there sufficient evidence that the number of large hurricanes have remained constant (per decade)? What are the degrees of freedom? Decade Count Decade Count 1851-1860 6 1941-1950 10 1861-1870 1 1951-1960 8 1871-1880 7 1961-1970 6 1881-1890 5 1971-1980 4 1891-1900 8 1981-1990 5 1901-1910 4 1991-2000 5 1911-1920 7 2001-2010 8 1921-1930 5 2011-2020 10 1931-1940 8 Chi-squared test for given probabilitiesdata: stormsX-squared = 13.589, df = 16, p-value = 0.6293 A. 107 B. 17 C. 13.589 D. 16arrow_forwardTrying to determine the number of students to accept is a tricky task for universities. The Admissions staff at a small private college wants to use data from the past few years to predict the number of students enrolling in the university from those who are accepted by the university. The data are provided in the following table. R F eTextbook and Media Save for Late O % 5 T O >> G H (9) 2 Number Accepted Number Enrolled Find the correlation between the number of students accepted and enrolled. Use two decimal places in your answer. & 2,440 2,800 2,720 2,360 2,660 2,620 8 6 611 K 708 637 584 614 625 ( 9 L Attempts: 0 of 1 used ) 0 P Submit Answer 56°F Cl Backspaarrow_forward
- The table to the right represents the annual percentage of smartphones sold in a certain region in 2011, 2012, and 2013 (projected). a. What conclusions can you reach about the market for smartphones in 2011, 2012, and 2013? b. What differences are there in the market for smartphones in 2011, 2012, and 2013? Type Type 1 Type 2 Type 3 Type 4 Type 5 Type 6 2011 2012 52% 65% 18% 16% 1% 6% 13% 7% 13% 3% 4% 2% a. Select all that apply. A. Type 3 had the second largest percentage of smartphones sold in all three years. B. Type 2 had the second largest percentage of smartphones sold in all three years. C. Type 6 had the smallest or close to the smallest percentage of smartphones sold in all three years. D. Type 1 had the largest percentage of smartphones sold in all three years. E. Type 5 had the smallest or close to the smallest percentage of smartphones sold in all three years. 2013 54% 20% 18% 4% 2% 2%arrow_forwardpart darrow_forwardSleep apnea is a condition in which the sufferers stop breathing momentarily while they are asleep. This condition results in lack of sleep and extreme fatigue during waking hours. A current estimate is that 15 million out of the 312.7 million Americans suffer from sleep apnea, or approximately 4.8%. A safety commission is concerned about the percentage of commercial truck drivers who suffer from sleep apnea. They do not have any reason to believe that it would be higher or lower than the population’s percentage. To test the claim that the percentage of commercial truck drivers who suffer from sleep apnea is not 4.8%, a simple random sample of 339 commercial truck drivers is examined by a medical expert, who concludes that 7 suffer from sleep apnea. Does this evidence support the claim that the percentage of commercial truck drivers who suffer from sleep apnea is not 4.8%? Use a 0.05 level of significance. Step 3 of 3 : Draw a conclusion and interpret the decision.…arrow_forward
arrow_back_ios
SEE MORE QUESTIONS
arrow_forward_ios
Recommended textbooks for you
- Glencoe Algebra 1, Student Edition, 9780079039897...AlgebraISBN:9780079039897Author:CarterPublisher:McGraw HillBig Ideas Math A Bridge To Success Algebra 1: Stu...AlgebraISBN:9781680331141Author:HOUGHTON MIFFLIN HARCOURTPublisher:Houghton Mifflin Harcourt
- Holt Mcdougal Larson Pre-algebra: Student Edition...AlgebraISBN:9780547587776Author:HOLT MCDOUGALPublisher:HOLT MCDOUGAL
Glencoe Algebra 1, Student Edition, 9780079039897...
Algebra
ISBN:9780079039897
Author:Carter
Publisher:McGraw Hill
Big Ideas Math A Bridge To Success Algebra 1: Stu...
Algebra
ISBN:9781680331141
Author:HOUGHTON MIFFLIN HARCOURT
Publisher:Houghton Mifflin Harcourt
Holt Mcdougal Larson Pre-algebra: Student Edition...
Algebra
ISBN:9780547587776
Author:HOLT MCDOUGAL
Publisher:HOLT MCDOUGAL
Sampling Methods and Bias with Surveys: Crash Course Statistics #10; Author: CrashCourse;https://www.youtube.com/watch?v=Rf-fIpB4D50;License: Standard YouTube License, CC-BY
Statistics: Sampling Methods; Author: Mathispower4u;https://www.youtube.com/watch?v=s6ApdTvgvOs;License: Standard YouTube License, CC-BY