Introductory Statistics (10th Edition)
10th Edition
ISBN: 9780321989178
Author: Neil A. Weiss
Publisher: PEARSON
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Textbook Question
Chapter 4.5, Problem 153E
Let A and B be events, each with positive
- a. State in words what it means for
event B to bepositively correlated with event A;negatively correlated with event A; independent of event A. - b. Show that event B is positively correlated with event A if and only if event A is positively correlated with event B.
- c. Show that event B is negatively correlated with event A if and only if event A is negatively correlated with event B.
- d. Show that event B is independent of event A if and only if event A is independent of event B.
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Proposition 1.1 Suppose that X1, X2,... are random variables. The following
quantities are random variables:
(a) max{X1, X2) and min(X1, X2);
(b) sup, Xn and inf, Xn;
(c) lim sup∞ X
and lim inf∞ Xn-
(d) If Xn(w) converges for (almost) every w as n→ ∞, then lim-
random variable.
→ Xn is a
Exercise 4.2 Prove that, if A and B are independent, then so are A and B, Ac and
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8. Show that, if {Xn, n ≥ 1) are independent random variables, then
sup X A) < ∞ for some A.
Chapter 4 Solutions
Introductory Statistics (10th Edition)
Ch. 4.1 - Roughly speaking, what is an experiment? an event?Ch. 4.1 - Concerning the equal-likelihood model of...Ch. 4.1 - What is the difference between selecting a member...Ch. 4.1 - If a member is selected at random from a finite...Ch. 4.1 - An experiment has 20 possible outcomes, all...Ch. 4.1 - An experiment has 40 possible outcomes, all...Ch. 4.1 - State the frequentist interpretation of...Ch. 4.1 - Interpret each of the following probability...Ch. 4.1 - Interpret each of the following probability...Ch. 4.1 - Which of the following numbers could not possibly...
Ch. 4.1 - Which of the following numbers could not possibly...Ch. 4.1 - Oklahoma State Officials. Refer to Table 4.1 on...Ch. 4.1 - Oklahoma State Officials. Refer to Table 4.1 on...Ch. 4.1 - Playing Cards. An ordinary deck of playing cards...Ch. 4.1 - Poker Chips. A bowl contains 12 poker chips3 red,...Ch. 4.1 - In Exercises 4.164.26, express your probability...Ch. 4.1 - In Exercises 4.164.26, express your probability...Ch. 4.1 - In Exercises 4.164.26, express your probability...Ch. 4.1 - In Exercises 4.164.26, express your probability...Ch. 4.1 - In Exercises 4.164.26, express your probability...Ch. 4.1 - In Exercises 4.164.26, express your probability...Ch. 4.1 - In Exercises 4.164.26, express your probability...Ch. 4.1 - In Exercises 4.164.26, express your probability...Ch. 4.1 - In Exercises 4.164.26, express your probability...Ch. 4.1 - In Exercises 4.164.26, express your probability...Ch. 4.1 - In Exercises 4.164.26, express your probability...Ch. 4.1 - Housing Units. Refer to Exercise 4.19. a. Which,...Ch. 4.1 - Prob. 28ECh. 4.1 - The probability is 0.314 that the gestation period...Ch. 4.1 - The probability is 0.667 that the favorite in a...Ch. 4.1 - U.S. Governors. In 2013, according to the National...Ch. 4.1 - Prob. 33ECh. 4.1 - Bilingual and Trilingual. At a certain university...Ch. 4.1 - Consider the random experiment of tossing a coin...Ch. 4.1 - Roulette. An American roulette wheel contains 38...Ch. 4.1 - Cyber Affair. As found in USA TODAY, results of a...Ch. 4.1 - Belmont Stakes. The Belmont Stakes is the third...Ch. 4.1 - Prob. 39ECh. 4.1 - Lightning Casualties. An issue of Travel + Leisure...Ch. 4.2 - What type of graphical displays are useful for...Ch. 4.2 - Construct a Venn diagram representing the event a....Ch. 4.2 - Construct a Venn diagram representing the event a....Ch. 4.2 - Construct a Venn diagram representing the event a....Ch. 4.2 - Construct a Venn diagram representing the event a....Ch. 4.2 - Consider the set consisting of the first 12...Ch. 4.2 - Consider the set consisting of the first 10...Ch. 4.2 - What does it mean for two events to be mutually...Ch. 4.2 - Prob. 49ECh. 4.2 - Answer true or false to the following statement...Ch. 4.2 - Answer true or false to the following statement...Ch. 4.2 - Draw a Venn diagram portraying four mutually...Ch. 4.2 - Dice. When one die is rolled, the following six...Ch. 4.2 - Horse Racing. In a horse race, the odds against...Ch. 4.2 - Committee Selection. A committee consists of five...Ch. 4.2 - Prob. 56ECh. 4.2 - Prob. 57ECh. 4.2 - Horse Racing. Refer to Exercise 4.54. For each of...Ch. 4.2 - Prob. 59ECh. 4.2 - Prob. 60ECh. 4.2 - Diabetes Prevalence. In a report titled Behavioral...Ch. 4.2 - Family Planning. The following table provides a...Ch. 4.2 - World Series. The World Series in baseball is won...Ch. 4.2 - NBA Finals. The NBA Finals of basketball is played...Ch. 4.2 - Housing Units. The U.S. Census Bureau publishes...Ch. 4.2 - Protecting the Environment. A survey was conducted...Ch. 4.2 - Prob. 67ECh. 4.2 - Prob. 68ECh. 4.2 - Housing Units. Refer to Exercise 4.65. Among the...Ch. 4.2 - Prob. 70ECh. 4.2 - Die and Coin. Consider the following random...Ch. 4.2 - Jurors. From 10 men and 8 women in a pool of...Ch. 4.2 - Let A and B be events of a sample space. a....Ch. 4.2 - Prob. 74ECh. 4.2 - Suppose that A, B, and C are three events that...Ch. 4.2 - Let A, B, and C be events of a sample space....Ch. 4.3 - Playing Cards. An ordinary deck of playing cards...Ch. 4.3 - Prob. 78ECh. 4.3 - Suppose that A and B are mutually exclusive events...Ch. 4.3 - Suppose that C and D are mutually exclusive events...Ch. 4.3 - Let E be an event with probability 0.35. Find the...Ch. 4.3 - Let F be an event with probability 0.72. Find the...Ch. 4.3 - Prob. 83ECh. 4.3 - Prob. 84ECh. 4.3 - Suppose that A and B are events such that P(A) =...Ch. 4.3 - Suppose that A and B are events such that P(A) =...Ch. 4.3 - Prob. 87ECh. 4.3 - Sales Tax Receipts. The State of Texas maintains...Ch. 4.3 - Twelfth-Grade Smokers. The National Institute on...Ch. 4.3 - Oil Spills. The U.S. Coast Guard maintains a...Ch. 4.3 - Internet Access. From the document Computer and...Ch. 4.3 - Religion in America. According to the Religious...Ch. 4.3 - Ages of Senators. Refer to Exercise 4.87. Use the...Ch. 4.3 - Sales Tax Receipts. Refer to Exercise 4.88. Use...Ch. 4.3 - Student Debt. The Association of American...Ch. 4.3 - Naturalization. The U.S. Bureau of Citizenship and...Ch. 4.3 - Craps. In the game of craps, a player rolls two...Ch. 4.3 - Prob. 98ECh. 4.3 - School Enrollment. The National Center for...Ch. 4.3 - Suppose that A and B are mutually exclusive...Ch. 4.3 - Newspaper Subscription. A certain city has three...Ch. 4.3 - General Addition Rule Extended. The general...Ch. 4.4 - Identify three ways in which the total number of...Ch. 4.4 - Suppose that bivariate data are to be grouped into...Ch. 4.4 - Prob. 105ECh. 4.4 - Prob. 106ECh. 4.4 - In each of Exercises 4.1074.110, a. fill in the...Ch. 4.4 - In each of Exercises 4.1074.110, a. fill in the...Ch. 4.4 - In each of Exercises 4.1074.110, a. fill in the...Ch. 4.4 - In each of Exercises 4.1074.110, a. fill in the...Ch. 4.4 - Prob. 111ECh. 4.4 - Motor Vehicle Use. The Federal Highway...Ch. 4.4 - Prob. 113ECh. 4.4 - Farms. The U.S. Department of Agriculture...Ch. 4.4 - Field Trips. P. Li et al. analyzed existing...Ch. 4.4 - Prob. 116ECh. 4.4 - New England Patriots. Refer to Exercise 4.111. a....Ch. 4.4 - Motor Vehicle Use. Refer to Exercise 4.112. a. For...Ch. 4.4 - Prob. 119ECh. 4.4 - Farms. Refer to Exercise 4.114. A U.S. farm is...Ch. 4.4 - Prob. 121ECh. 4.4 - What does the general addition rule (Formula 4.3...Ch. 4.4 - In this exercise, you are asked to verify that the...Ch. 4.5 - Regarding conditional probability: a. What is it?...Ch. 4.5 - Give an example of the conditional probability of...Ch. 4.5 - Suppose that A and B are events such that P(A) =...Ch. 4.5 - Suppose that C and D are events such that P(C) =...Ch. 4.5 - Suppose that C and D are events such that P(C) =...Ch. 4.5 - Suppose that A and B are events such that P(A) =...Ch. 4.5 - In each of Exercises 4.1304.133, we have presented...Ch. 4.5 - In each of Exercises 4.1304.133, we have presented...Ch. 4.5 - In each of Exercises 4.1304.133, we have presented...Ch. 4.5 - In each of Exercises 4.1304.133, we have presented...Ch. 4.5 - Coin Tossing. A balanced dime is tossed twice. The...Ch. 4.5 - Playing Cards. One card is selected at random from...Ch. 4.5 - State Populations. From Infoplease, we obtained...Ch. 4.5 - Housing Units. The U.S. Census Bureau publishes...Ch. 4.5 - Protective Orders. In the article Judicial...Ch. 4.5 - New England Patriots. From the National Football...Ch. 4.5 - Acclaim or Attack. In the article A Functional...Ch. 4.5 - Self-Concept and Sightedness. Self-concept can be...Ch. 4.5 - Living Arrangements. As reported by the U.S....Ch. 4.5 - Smartphone Ownership. From the document Smartphone...Ch. 4.5 - HPV Vaccine. In the article Correlates for...Ch. 4.5 - Dentist Visits. The National Center for Health...Ch. 4.5 - Scientists and Engineers. The U.S. National...Ch. 4.5 - Property Crime. As reported by the Federal Bureau...Ch. 4.5 - Prob. 148ECh. 4.5 - Prob. 149ECh. 4.5 - Dice. Two balanced dice are thrown, one red and...Ch. 4.5 - Royal Offspring. A king and queen have two...Ch. 4.5 - New England Patriots. Refer to Exercise 4.139. a....Ch. 4.5 - Let A and B be events, each with positive...Ch. 4.5 - Drugs and Car Accidents. Suppose that it has been...Ch. 4.6 - Regarding the general multiplication rule and the...Ch. 4.6 - Suppose that A and B are two events. a. What does...Ch. 4.6 - Prob. 157ECh. 4.6 - Prob. 158ECh. 4.6 - Prob. 159ECh. 4.6 - Suppose P(A) = 7/8 and P(B | A) = 5/7. Find P(A...Ch. 4.6 - Prob. 161ECh. 4.6 - Prob. 162ECh. 4.6 - Prob. 163ECh. 4.6 - Prob. 164ECh. 4.6 - Prob. 165ECh. 4.6 - In each of Exercises 4.1654.176, decide whether or...Ch. 4.6 - In each of Exercises 4.1654.176, decide whether or...Ch. 4.6 - In each of Exercises 4.1654.176, decide whether or...Ch. 4.6 - Prob. 169ECh. 4.6 - Prob. 170ECh. 4.6 - Prob. 171ECh. 4.6 - Prob. 172ECh. 4.6 - Prob. 173ECh. 4.6 - Prob. 174ECh. 4.6 - Prob. 175ECh. 4.6 - Prob. 176ECh. 4.6 - Prob. 177ECh. 4.6 - Suppose that C, D, and E are independent events...Ch. 4.6 - Holiday Depression. According to the Opinion...Ch. 4.6 - Addiction Medicine. The report Addiction Medicine:...Ch. 4.6 - ESP Experiment. A person has agreed to participate...Ch. 4.6 - Cards. Cards numbered 1, 2, 3, . . . , 10 are...Ch. 4.6 - Class Levels. A frequency distribution for the...Ch. 4.6 - Governors. The National Governors Association...Ch. 4.6 - Medical School Faculty. The Association of...Ch. 4.6 - Injured Americans. The National Center for Health...Ch. 4.6 - U.S. Congress. The U.S. Congress, Joint Committee...Ch. 4.6 - Doctoral Degrees. The U.S. National Science...Ch. 4.6 - Coin Tossing. When a balanced dime is tossed three...Ch. 4.6 - Prob. 190ECh. 4.6 - Drawing Cards. Two cards are drawn at random from...Ch. 4.6 - Yahtzee. In the game of Yahtzee, five balanced...Ch. 4.6 - Prob. 193ECh. 4.6 - Prob. 194ECh. 4.6 - Traffic Fatalities. According to Accident Facts,...Ch. 4.6 - Death Penalty. One of the more contentious issues...Ch. 4.6 - Nuts and Bolts. A hardware manufacturer produces...Ch. 4.6 - Activity Limitations. The National Center for...Ch. 4.6 - Scholarships. Marilyn vos Savant writes the column...Ch. 4.6 - General Multiplication Rule Extended. For three...Ch. 4.6 - Prob. 201ECh. 4.6 - Calculus Pretest. Students are given three chances...Ch. 4.6 - In this exercise, you examine further the concepts...Ch. 4.6 - Prob. 204ECh. 4.6 - Prob. 205ECh. 4.6 - Coin Tossing. When a balanced coin is tossed four...Ch. 4.7 - What does it mean for four events to be...Ch. 4.7 - What does it mean for four events to be mutually...Ch. 4.7 - Are exhaustive events necessarily mutually...Ch. 4.7 - Explain why an event and its complement are always...Ch. 4.7 - In each of Exercises 4.2114.214, the events A1,...Ch. 4.7 - Prob. 212ECh. 4.7 - Prob. 213ECh. 4.7 - In each of Exercises 4.2114.214, the events A1,...Ch. 4.7 - Prob. 215ECh. 4.7 - Playing Golf. From the National Golf Foundation...Ch. 4.7 - Belief in Extraterrestrial Aliens. According to an...Ch. 4.7 - Prob. 218ECh. 4.7 - Education and Astrology. The following table...Ch. 4.7 - Chronic Illness and Participation. The aim of a...Ch. 4.7 - Obesity and Age. A person is said to be overweight...Ch. 4.7 - Corporations and Elections. Based on research by...Ch. 4.7 - Textbook Revision. Textbook publishers must...Ch. 4.7 - Broken Eggs. At a grocery store, eggs come in...Ch. 4.7 - Pap Tests. Medical tests are frequently used to...Ch. 4.7 - Monty Hall Problem. Several years ago, in a column...Ch. 4.7 - Red and Black. You have two cards. One is red on...Ch. 4.7 - Smoking and Lung Disease. Refer to Example 4.26 on...Ch. 4.8 - What are counting rules? Why are they important?Ch. 4.8 - Why is the basic counting rule (BCR) often...Ch. 4.8 - Prob. 231ECh. 4.8 - Identify the notation used for each of the...Ch. 4.8 - Prob. 233ECh. 4.8 - Prob. 234ECh. 4.8 - Prob. 235ECh. 4.8 - Prob. 236ECh. 4.8 - Determine the value of each quantity. a. 4P3 b....Ch. 4.8 - Determine the value of each quantity. a. 7P3 b....Ch. 4.8 - Prob. 239ECh. 4.8 - Determine the value of each quantity. a. 7C3 b....Ch. 4.8 - Prob. 241ECh. 4.8 - Prob. 242ECh. 4.8 - Prob. 243ECh. 4.8 - Home Models and Elevations. Refer to Example 4.27...Ch. 4.8 - Home Models and Elevations. Refer to Example 4.27...Ch. 4.8 - Prob. 246ECh. 4.8 - Zip Codes. The author spoke with a representative...Ch. 4.8 - Computerized Testing. A statistics professor needs...Ch. 4.8 - Telephone Numbers. In the United States, telephone...Ch. 4.8 - i Dolls. An advertisement for i Dolls states:...Ch. 4.8 - Prob. 251ECh. 4.8 - Testing for ESP. An extrasensory perception (ESP)...Ch. 4.8 - Los Angeles Dodgers. From the official website of...Ch. 4.8 - Prob. 254ECh. 4.8 - Assigning Sales Territories. The sales manager of...Ch. 4.8 - Five-Card Stud. A hand of five-card stud poker...Ch. 4.8 - IRS Audits. The Internal Revenue Service (IRS)...Ch. 4.8 - A Lottery. At a lottery, 100 tickets were sold and...Ch. 4.8 - Shake. Ten people attend a party. If each pair of...Ch. 4.8 - Championship Series. Professional sports leagues...Ch. 4.8 - Five-Card Draw. A hand of five-card draw poker...Ch. 4.8 - Senate Committees. The U.S. Senate consists of 100...Ch. 4.8 - Venus Throw. The Dr. Fishers Casebook feature...Ch. 4.8 - Prob. 264ECh. 4.8 - Quality Assurance. Refer to Example 4.36, which...Ch. 4.8 - The Birthday Problem. A biology class has 38...Ch. 4.8 - Mega Millions. Mega Millions is a multi-state...Ch. 4.8 - TrueFalse Tests. A student takes a truefalse test...Ch. 4.8 - Florida Battleground State. From the Washington...Ch. 4.8 - Sampling Without Replacement. A simple random...Ch. 4.8 - The Birthday Problem. Refer to Exercise 4.266, but...Ch. 4 - Why is probability theory important to statistics?Ch. 4 - Regarding the equal-likelihood model, a. what is...Ch. 4 - What meaning is given to the probability of an...Ch. 4 - Decide which of these numbers could not possibly...Ch. 4 - Identify a commonly used graphical technique for...Ch. 4 - What does it mean for two or more events to be...Ch. 4 - Suppose that E is an event. Use probability...Ch. 4 - Prob. 8RPCh. 4 - Identify one reason why the complementation rule...Ch. 4 - Prob. 10RPCh. 4 - The sum of the joint probabilities in a row or...Ch. 4 - Prob. 12RPCh. 4 - Prob. 13RPCh. 4 - Prob. 14RPCh. 4 - Prob. 15RPCh. 4 - State the basic counting rule (BCR).Ch. 4 - A, B, and C are mutually exclusive events such...Ch. 4 - Prob. 18RPCh. 4 - A and B are events such that P(A) = 0.2, P(B) =...Ch. 4 - Prob. 20RPCh. 4 - A and B are events such that P(A) = 0.4, P(B) =...Ch. 4 - Prob. 22RPCh. 4 - Prob. 23RPCh. 4 - A1, A2, and A3 are mutually exclusive and...Ch. 4 - Prob. 25RPCh. 4 - Prob. 26RPCh. 4 - How many samples of size 3 are possible from a...Ch. 4 - Prob. 28RPCh. 4 - TV Location. The Television Bureau of Advertising...Ch. 4 - Adjusted Gross Incomes. The Internal Revenue...Ch. 4 - Prob. 31RPCh. 4 - Prob. 32RPCh. 4 - Adjusted Gross Incomes. Refer to Problems 30 and...Ch. 4 - Adjusted Gross Incomes. Consider the events (not...Ch. 4 - School Enrollment. The National Center for...Ch. 4 - School Enrollment. Refer to the information given...Ch. 4 - School Enrollment. Refer to the information given...Ch. 4 - School Enrollment. Refer to the information given...Ch. 4 - Public Programs. During one year, the College of...Ch. 4 - Divorced Birds. Research by B. Hatchwell et al. on...Ch. 4 - Color Blindness. According to M. Neitz and J....Ch. 4 - Smartphone Ownership. The Pew Internet American...Ch. 4 - Quinella and Trifecta Wagering. In Example 4.31 on...Ch. 4 - Bridge. A bridge hand consists of an unordered...Ch. 4 - Sweet Sixteen. In the NCAA basketball tournament,...Ch. 4 - TVs and DVDs. According to Nielsen Media Research,...Ch. 4 - At the beginning of this chapter on pages 156157,...
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