Finite Mathematics & Its Applications (12th Edition)
12th Edition
ISBN: 9780134437767
Author: Larry J. Goldstein, David I. Schneider, Martha J. Siegel, Steven Hair
Publisher: PEARSON
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Textbook Question
Chapter 6.6, Problem 9E
In Exercises 1–22, use Bayes’ theorem to calculate the probabilities.
Bilingual Employees A multinational company has five divisions: A, B, C, D, and E. The percentage of employees from each division who speak at least two languages fluently is shown in Table 8.
Table 8 |
||
Division |
Number of Employees |
Percentage of Employees Who Are Bilingual |
A B C D E Total |
20,000 15,000 25,000 30,000 10,000 100,000 |
20 15 12 10 10 |
(a) Find the probability that an employee selected at random is bilingual.
(b) Find the probability that a bilingual employee selected at random works for division C.
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Chapter 6 Solutions
Finite Mathematics & Its Applications (12th Edition)
Ch. 6.1 - 1. Lightbulbs A machine produces lightbulbs. As...Ch. 6.1 - 2. Citrus Fruit Suppose that there are two crates...Ch. 6.1 - 1. Committee Selection A committee of two people...Ch. 6.1 - 2. Selecting Letters A letter is selected at...Ch. 6.1 - Heads and Tails An experiment consists of tossing...Ch. 6.1 - Four-Sided Dice A pair of four-sided dice-each...Ch. 6.1 - 5. Selecting from Urns Suppose that we have two...Ch. 6.1 - Coin Tosses An experiment consists of tossing a...Ch. 6.1 - 7. Efficiency Studies An efficiency expert records...Ch. 6.1 - Census Data A census taker records the annual...
Ch. 6.1 - Student Poll A campus survey is taken to correlate...Ch. 6.1 - 10. Automobiles An experiment consists of...Ch. 6.1 - 11. Let be a sample space,
.
a. Are E and F...Ch. 6.1 - 12. Draw the events E and E′ on two separate Venn...Ch. 6.1 - 13. Let be a sample space. Determine all possible...Ch. 6.1 - 14. Let S be a sample space with n outcomes. How...Ch. 6.1 - Let S={1,2,3,4} be a sample space, E={1}, and...Ch. 6.1 - 16. Let S be any sample space, and E, F any events...Ch. 6.1 - Coin Tosses Suppose that 10 coins are tossed and...Ch. 6.1 - Three-Digit Numbers An experiment consists of...Ch. 6.1 - Genetic Traits An experiment consists of observing...Ch. 6.1 - 20. Genetic Traits Consider the experiment and...Ch. 6.1 - 21. Shuttle Bus Suppose that you observe the...Ch. 6.1 - 22. Dice A pair of dice is rolled, and the sum of...Ch. 6.1 - Selecting Balls from an Urn An urn contains balls...Ch. 6.1 - Selecting Balls from an Urn Repeat Exercise 23 in...Ch. 6.1 - 25. NBA Draft Lottery In the NBA, the 14...Ch. 6.1 - Coin Die Suppose that a coin is tossed and a die...Ch. 6.1 - 27. The Game of Clue Clue is a board game in which...Ch. 6.2 - Solutions can be found following the section...Ch. 6.2 - Solutions can be found following the section...Ch. 6.2 - Prob. 3CYUCh. 6.2 - In Exercises 1–4, classify the type of probability...Ch. 6.2 - Prob. 2ECh. 6.2 - Prob. 3ECh. 6.2 - In Exercises 1–4, classify the type of probability...Ch. 6.2 - In Exercises 5 and 6, determine the probability...Ch. 6.2 - In Exercises 5 and 6, determine the probability...Ch. 6.2 - 7. Roulette The modern American roulette wheel has...Ch. 6.2 - U.S. States A state is selected at random from the...Ch. 6.2 - 9. Word Frequencies There are 4487 words in the...Ch. 6.2 - 10. United Nations Of the 193 member countries of...Ch. 6.2 - 11. Selecting a Letter An experiment consists of...Ch. 6.2 - 12. Selecting a Number An experiment consists of...Ch. 6.2 - Dice Suppose that a red die and a green die are...Ch. 6.2 - Children An experiment consists of observing the...Ch. 6.2 - Kind of High School The given table shows the...Ch. 6.2 - Highest Degree Planned The next table shows the...Ch. 6.2 - Grade Distributions The following table shows the...Ch. 6.2 - 18. Candy Colors The colors in a bag of...Ch. 6.2 - Prob. 19ECh. 6.2 - 20. An experiment with outcomes has the following...Ch. 6.2 - College Applications The table that follows was...Ch. 6.2 - 22. Employees’ Ages The next table summarizes the...Ch. 6.2 - 23. Which of the following probabilities are...Ch. 6.2 - 24. Which of the following probabilities are...Ch. 6.2 - Car Race Three cars, a Mazda, a Honda, and a Ford,...Ch. 6.2 - 26. Hair Color In a study, the residents of...Ch. 6.2 - 27. Political Views On a certain campus, the...Ch. 6.2 - 28. Tennis The probability that Alice beats Ben in...Ch. 6.2 - 29. Pair of Dice Suppose that a pair of dice is...Ch. 6.2 - Coin Tossing An experiment consists of tossing a...Ch. 6.2 - 31. Suppose that where E and F are mutually...Ch. 6.2 - Suppose that Pr(E)=.3andPr(EF)=.7, where E and F...Ch. 6.2 - In Exercises 33–36, consider the probabilities...Ch. 6.2 - In Exercises 3336, consider the probabilities...Ch. 6.2 - In Exercises 3336, consider the probabilities...Ch. 6.2 - In Exercises 3336, consider the probabilities...Ch. 6.2 - In Exercises 37–40, use a Venn diagram similar to...Ch. 6.2 - In Exercises 3740, use a Venn diagram similar to...Ch. 6.2 - In Exercises 3740, use a Venn diagram similar to...Ch. 6.2 - In Exercises 3740, use a Venn diagram similar to...Ch. 6.2 - 41. Convert the odds of “10 to 1” to a...Ch. 6.2 - Convert the odds of 4 to 5 to a probability.Ch. 6.2 - Convert the probability .2 to odds.Ch. 6.2 - Convert the probability 37 to odds.Ch. 6.2 - Coin Tosses The probability of getting three heads...Ch. 6.2 - Advanced Degree The probability that a graduate of...Ch. 6.2 - 47. Demographic The odds of a person in the...Ch. 6.2 - 48. Election Odds In March 2016, a betting website...Ch. 6.2 - Bookies Gamblers usually give odds against an...Ch. 6.2 - 50. Odds of an Earthquake The probability that...Ch. 6.2 - Prob. 51ECh. 6.2 - Prob. 52ECh. 6.3 - Solutions can be found following the section...Ch. 6.3 - Prob. 2CYUCh. 6.3 - 1. A number is chosen at random from the whole...Ch. 6.3 - 2. A number is chosen at random from the whole...Ch. 6.3 - 3. Balls in an Urn An urn contains five red balls...Ch. 6.3 - 4. Balls in an Urn An urn contains seven green...Ch. 6.3 - Balls in an Urn An urn contains six green balls...Ch. 6.3 - 6. Balls in an Urn An urn contains eight red balls...Ch. 6.3 - 7. Opinion Polling Two out of the seven members of...Ch. 6.3 - Opinion Polling Of the 15 members on a Senate...Ch. 6.3 - 9. Committee Selection In the 114th United States...Ch. 6.3 - 10. Committee Selection The U.S. Senate consists...Ch. 6.3 - 11. Quality Control A factory produces LCD panels,...Ch. 6.3 - Rotten Tomato A bag contains nine tomatoes, of...Ch. 6.3 - Selecting Students Exercises 13–16 refer to a...Ch. 6.3 - Selecting Students Exercises 1316 refer to a...Ch. 6.3 - Selecting Students Exercises 13–16 refer to a...Ch. 6.3 - Selecting Students Exercises 13–16 refer to a...Ch. 6.3 - 17. Birthday Three people are chosen at random....Ch. 6.3 - Birthday Four people are chosen at random. What is...Ch. 6.3 - 19. Date Conflict Without consultation with each...Ch. 6.3 - 20. Presidential Choices There were 16 presidents...Ch. 6.3 - Name Badges Eight workers need an employee number...Ch. 6.3 - Random Selection Each person in a group of 10...Ch. 6.3 - Birthday Problem What is the probability that, in...Ch. 6.3 - Birthday Problem Johnny Carson, host of The...Ch. 6.3 - Dice A die is rolled twice. What is the...Ch. 6.3 - Dice A die is rolled three times. What is the...Ch. 6.3 - Dice A die is rolled four times. What is the...Ch. 6.3 - Dice A die is rolled three times. What is the...Ch. 6.3 - 29. Coin Tosses A coin is tossed 10 times. What is...Ch. 6.3 - Coin Tosses A coin is tossed seven times. What is...Ch. 6.3 - Prob. 31ECh. 6.3 - 32. Elevator An elevator has six buttons: L, 1, 2,...Ch. 6.3 - Street Routs Figure 1 shows a partial map of the...Ch. 6.3 - Street Routes Repeat Exercise 33 for Fig. 2.Ch. 6.3 - 35. Baseball Predictions In the American League,...Ch. 6.3 - Baseball Predictions Suppose that the sportswriter...Ch. 6.3 - 37. Baseball Predictions Suppose that the...Ch. 6.3 - Baseball Predictions Suppose that the sportswriter...Ch. 6.3 - Place Settings Fred has five place settings...Ch. 6.3 - 40. Track Positions Michael and Christopher are...Ch. 6.3 - 41. Group Picture A man, a woman, and their three...Ch. 6.3 - 42. Letter Positions What is the probability that...Ch. 6.3 - Poker A poker hand consists of five cards drawn...Ch. 6.3 - Poker A poker hand consists of five cards drawn...Ch. 6.3 - Poker A poker hand consists of five cards drawn...Ch. 6.3 - Prob. 46ECh. 6.3 - Prob. 47ECh. 6.3 - Powerball Lottery The winner of the Powerball...Ch. 6.3 - Illinois Lotto Exercises 49 and 50 refer to the...Ch. 6.3 - Illinois Lotto Exercises 49 and 50 refer to the...Ch. 6.3 - 51. California Lottery In the California Fantasy 5...Ch. 6.3 - Prob. 52ECh. 6.3 - Prob. 53ECh. 6.3 - Prob. 54ECh. 6.3 - 55. Health Statistics Table 2 shows the...Ch. 6.3 - Prob. 56ECh. 6.3 - Prob. 57ECh. 6.3 - Prob. 58ECh. 6.3 - License Plate Game Johnny and Doyle are driving on...Ch. 6.3 - Prob. 60ECh. 6.3 - Prob. 61ECh. 6.3 - 62. Term Papers A political science class has 20...Ch. 6.3 - Prob. 63ECh. 6.3 - Prob. 64ECh. 6.3 - Prob. 65ECh. 6.3 - Prob. 66ECh. 6.4 - 1. Cards Suppose that there are three cards: one...Ch. 6.4 - Show that if events E and F are independent of...Ch. 6.4 - 1. The Venn diagram in Fig. 3 shows the...Ch. 6.4 - 2. The Venn diagram in Fig. 4 shows the...Ch. 6.4 - Let S be a sample space and E and F be events...Ch. 6.4 - Let S be a sample space and E and F be events...Ch. 6.4 - Let S be a sample space and E and F be events...Ch. 6.4 - 6. Let S be a sample space and E and F be events...Ch. 6.4 - Let S be a sample space and E and F be events...Ch. 6.4 - Let S be a sample space and E and F be events...Ch. 6.4 - Dice When a pair of dice is rolled, what is the...Ch. 6.4 - 10. Dice When a pair of dice is rolled, what is...Ch. 6.4 - Coins A coin is tossed three times. What is the...Ch. 6.4 - Coins A coin is tossed three times. What is the...Ch. 6.4 - Bag of Marbles A bag contains five red marbles and...Ch. 6.4 - Balls in an Urn Two balls are selected at random...Ch. 6.4 - 15. Children Suppose a family has two children and...Ch. 6.4 - Children Suppose a family has two children and at...Ch. 6.4 - 17. Value of College Twenty-five percent of...Ch. 6.4 - Advanced Degrees Sixty percent of the teachers at...Ch. 6.4 - Advanced Degrees Table 1 shows the projected...Ch. 6.4 - 20. Voting Table 2 shows the number of registered...Ch. 6.4 - Military Personnel Table 3 shows the numbers (in...Ch. 6.4 - 22. College Majors Table 4 shows the probable...Ch. 6.4 - 23. Bills in Envelopes Each of three sealed opaque...Ch. 6.4 - 24. Gold and Silver Coins Consider three boxes....Ch. 6.4 - 25. Cards A sequence of two playing cards is drawn...Ch. 6.4 - Cards A sequence of two playing cards is drawn at...Ch. 6.4 - Coin Tosses A coin is tossed five times. What is...Ch. 6.4 - Coin Tosses A coin is tossed twice. What is the...Ch. 6.4 - 29. Exit Polling According to exit polling for the...Ch. 6.4 - Population Twenty percent of the worlds population...Ch. 6.4 - 31. Basketball Suppose that your team is behind by...Ch. 6.4 - 32. Password Fred remembers all but the last...Ch. 6.4 - Let E and F be events with P(E)=.4,Pr(F)=.5, and...Ch. 6.4 - 34. Let E and F be events with , and. Are E and F...Ch. 6.4 - 35. Let E and F be independent events with . Find...Ch. 6.4 - 36. Let E and F be independent events with and ....Ch. 6.4 - In Exercises 3740, assume that E and F are...Ch. 6.4 - In Exercises 3740, assume that E and F are...Ch. 6.4 - In Exercises 37–40, assume that E and F are...Ch. 6.4 - In Exercises 3740, assume that E and F are...Ch. 6.4 - Let A, B, and C be independent events with...Ch. 6.4 - 42. Let A, B, and C be independent events with , ...Ch. 6.4 - 43. Balls in an Urn A sample of two balls is drawn...Ch. 6.4 - Balls in an Urn An urn contains two white balls...Ch. 6.4 - 45. Roll a Die Roll a die, and consider the...Ch. 6.4 - Roll a Die Roll a die, and consider the following...Ch. 6.4 - Rolling Dice Roll a pair of dice, and consider the...Ch. 6.4 - Rolling Dice Roll a pair of dice, and consider the...Ch. 6.4 - 49. Epidemiology A doctor studies the known cancer...Ch. 6.4 - 50. Blood Tests A hospital uses two tests to...Ch. 6.4 - Medical Screening A medical screening program...Ch. 6.4 - Guessing on an Exam A truefalse exam has 10...Ch. 6.4 - 53. System Reliability A TV set contains five...Ch. 6.4 - System Reliability In November 2015, Intel...Ch. 6.4 - 55. Smartphones Suppose that in Sleepy Valley, 70%...Ch. 6.4 - 56. Fishing The probability that a fisherman...Ch. 6.4 - Baseball A baseball players batting average...Ch. 6.4 - Roulette If you bet on the number 7 in roulette,...Ch. 6.4 - Free-Throws A basketball player makes each...Ch. 6.4 - 60. Free-Throws Rework Exercise 59 with a...Ch. 6.4 - Free-Throws Consider Exercise 59, but let the...Ch. 6.4 - Free-Throws Consider Exercise 59, but let the...Ch. 6.4 - Prob. 63ECh. 6.4 - 64. Coin Toss A coin is tossed five times. Is the...Ch. 6.4 - Prob. 65ECh. 6.4 - Prob. 66ECh. 6.4 - Prob. 67ECh. 6.4 - 68. Use the inclusion–exclusion principle for...Ch. 6.5 - Solutions can be found following the section...Ch. 6.5 - Solutions can be found following the section...Ch. 6.5 - Solutions can be found following the section...Ch. 6.5 - Solutions can be found following the section...Ch. 6.5 - In Exercises 1–4, draw trees representing the...Ch. 6.5 - In Exercises 1–4, draw trees representing the...Ch. 6.5 - Prob. 3ECh. 6.5 - In Exercises 1–4, draw trees representing the...Ch. 6.5 - Personnel Categories Refer to Exercise 3. What is...Ch. 6.5 - 6. Tax Returns Refer to Exercise 4. What is the...Ch. 6.5 - Personnel Categories Refer to Exercise 3. What is...Ch. 6.5 - Personnel Categories Refer to Exercise 3. What is...Ch. 6.5 - 9. Selecting from Urns Suppose that there is a...Ch. 6.5 - Cards, Coins, Dice A card is drawn from a 52-card...Ch. 6.5 - 11. Cards A card is drawn from a 52-card deck. We...Ch. 6.5 - 12. Balls in an Urn An urn contains six white...Ch. 6.5 - Quality Control Twenty percent of the library...Ch. 6.5 - Water Testing In a recent environmental study of...Ch. 6.5 - 15. Color Blindness Color blindness is a...Ch. 6.5 - Manufacturing A factory has two machines that...Ch. 6.5 - 17. T-maze A mouse is put into a T-maze (a maze...Ch. 6.5 - 18. T-maze Refer to Exercise 17. What is the...Ch. 6.5 - 19. Heads or Tails Three ordinary quarters and a...Ch. 6.5 - Prob. 20ECh. 6.5 - Tennis Kim has a strong first serve; whenever it...Ch. 6.5 - Tennis When a tennis player hits his first serve...Ch. 6.5 - 23. Accidental Nuclear War Suppose that, during...Ch. 6.5 - 24. Accidental Nuclear War Refer to Exercise 23....Ch. 6.5 - Coin Tosses A coin is to be tossed at most five...Ch. 6.5 - Cards Suppose that, instead of tossing a coin, the...Ch. 6.5 - Genetics Traits passed from generation to...Ch. 6.5 - 28. Genetics Refer to Exercise 27. Suppose that a...Ch. 6.5 - College Faculty At a local college, five sections...Ch. 6.5 - Quality Control A lightbulb manufacturer knows...Ch. 6.5 - 31. Balls in an Urn Urn I contains 5 red balls and...Ch. 6.5 - 32. Balls in an Urn An urn contains five red balls...Ch. 6.5 - Prob. 33ECh. 6.5 - 34. Selecting from Urns An urn contains four red...Ch. 6.5 - Industrial Production A factory that produces...Ch. 6.5 - Golf Bud is a very consistent golfer. On par-three...Ch. 6.5 - Nontransitive Dice Consider three dice: one red,...Ch. 6.5 - U.S. Car Production Car production in North...Ch. 6.5 - Prob. 39ECh. 6.5 - Prob. 40ECh. 6.5 - Prob. 41ECh. 6.5 - Prob. 42ECh. 6.5 - Prob. 43ECh. 6.5 - Prob. 44ECh. 6.5 - Medical Screening Suppose that a test for...Ch. 6.5 - Medical Screening The probability .0002 (or .02%)...Ch. 6.5 - 47. Medical Screening The results of a trial used...Ch. 6.5 - 48. Medical Screening The results of a trial used...Ch. 6.5 - Drug Testing Suppose that 500 athletes are tested...Ch. 6.5 - Polygraph Test Recent studies have indicated that...Ch. 6.6 - 1. Quality Control Refer to Example 2. Suppose...Ch. 6.6 - 2. Political Polling Use the method of natural...Ch. 6.6 - In Exercises 122, use Bayes theorem to calculate...Ch. 6.6 - In Exercises 122, use Bayes theorem to calculate...Ch. 6.6 - In Exercises 1–22, use Bayes’ theorem to calculate...Ch. 6.6 - In Exercises 1–22, use Bayes’ theorem to calculate...Ch. 6.6 - In Exercises 122, use Bayes theorem to calculate...Ch. 6.6 - In Exercises 1–22, use Bayes’ theorem to calculate...Ch. 6.6 - In Exercises 122, use Bayes theorem to calculate...Ch. 6.6 - In Exercises 1–22, use Bayes’ theorem to calculate...Ch. 6.6 - In Exercises 122, use Bayes theorem to calculate...Ch. 6.6 - In Exercises 122, use Bayes theorem to calculate...Ch. 6.6 - Exercises 11–15 refer to diagnostic tests. A false...Ch. 6.6 - Exercises 11–15 refer to diagnostic tests. A false...Ch. 6.6 - Exercises 11–15 refer to diagnostic tests. A false...Ch. 6.6 - Exercises 11–15 refer to diagnostic tests. A false...Ch. 6.6 - Exercises 11–15 refer to diagnostic tests. A false...Ch. 6.6 - In Exercises 122, use Bayes theorem to calculate...Ch. 6.6 - In Exercises 122, use Bayes theorem to calculate...Ch. 6.6 - In Exercises 1–22, use Bayes’ theorem to calculate...Ch. 6.6 - Prob. 19ECh. 6.6 - In Exercises 1–22, use Bayes’ theorem to calculate...Ch. 6.6 - In Exercises 122, use Bayes theorem to calculate...Ch. 6.6 - In Exercises 122, use Bayes theorem to calculate...Ch. 6.6 - In Exercises 2330, use the method of natural...Ch. 6.6 - In Exercises 23–30, use the method of natural...Ch. 6.6 - Prob. 25ECh. 6.6 - Prob. 26ECh. 6.6 - In Exercises 23–30, use the method of natural...Ch. 6.6 - In Exercises 2330, use the method of natural...Ch. 6.6 - Prob. 29ECh. 6.6 - In Exercises 2330, use the method of natural...Ch. 6.7 - 1. Rolling a Die Simulate 36 rolls of a fair die....Ch. 6.7 - Prob. 2ECh. 6.7 - Free-Throws Simulate 10 free-throws for Kobe...Ch. 6.7 - Prob. 4ECh. 6.7 - Prob. 5ECh. 6.7 - Prob. 6ECh. 6.7 - Prob. 7ECh. 6.7 - Prob. 8ECh. 6.7 - 9. Gas Queue A gas station with four self-serve...Ch. 6.7 - Prob. 10ECh. 6 - 1. What is the sample space of an experiment?
Ch. 6 - 2. Using the language of sets and assuming that A...Ch. 6 - In a sample space, what is the probability of the...Ch. 6 - 4. What subset in a sample space corresponds to...Ch. 6 - Prob. 5FCCECh. 6 - Prob. 6FCCECh. 6 - Prob. 7FCCECh. 6 - Prob. 8FCCECh. 6 - Prob. 9FCCECh. 6 - Prob. 10FCCECh. 6 - Prob. 11FCCECh. 6 - Prob. 12FCCECh. 6 - Prob. 13FCCECh. 6 - Coins A box contains a penny, a nickel, a dime, a...Ch. 6 - Prob. 2RECh. 6 - 3. Suppose that E and F are events with . Find .
Ch. 6 - Suppose that E and F are mutually exclusive events...Ch. 6 - 5. Languages Of the 120 students in a class, 30...Ch. 6 - Prob. 6RECh. 6 - Prob. 7RECh. 6 - Prob. 8RECh. 6 - 9. Demographics Twenty-six percent of all...Ch. 6 - Prob. 10RECh. 6 - Prob. 11RECh. 6 - Prob. 12RECh. 6 - 13. Barrel of Apples Five of the apples in a...Ch. 6 - 14. Opinion Sampling Of the nine city council...Ch. 6 - Exam Questions Prior to taking an essay...Ch. 6 - 16. Craps In the casino game of craps, a player...Ch. 6 - Coin Tosses A coin is to be tossed five times....Ch. 6 - Coin Tosses Two players each toss a coin three...Ch. 6 - Olympic Swimmers In an Olympic swimming event, two...Ch. 6 - Prob. 20RECh. 6 - Prob. 21RECh. 6 - Drawing Cards A card is drawn at random from a...Ch. 6 - 23. Dice What is the probability of having each of...Ch. 6 - 24. Dice Find the odds in favor of getting four...Ch. 6 - Birthdays What is the probability that, out of a...Ch. 6 - Birthdays Four people are chosen at random. What...Ch. 6 - Let E and F be events with Pr(E)=.4,Pr(F)=.3, and...Ch. 6 - 28. Let E and F be events with . Find .
Ch. 6 - Coin Tosses When a coin is tossed three times,...Ch. 6 - 30. Dice Suppose that a pair of dice is rolled....Ch. 6 - Prob. 31RECh. 6 - Prob. 32RECh. 6 - 33. Premed Majors Suppose that a certain college...Ch. 6 - Prob. 34RECh. 6 - Prob. 35RECh. 6 - Coin Tosses Suppose that we toss a coin three...Ch. 6 - Prob. 37RECh. 6 - Prob. 38RECh. 6 - 39. Archery Two archers shoot at a moving target....Ch. 6 - 40. Final Exam Fred will do well on his final exam...Ch. 6 - Let A and B be independent events for which the...Ch. 6 - Let A and B be independent events with Pr(A)=.3...Ch. 6 - Prob. 43RECh. 6 - Prob. 44RECh. 6 - Prob. 45RECh. 6 - Prob. 46RECh. 6 - Left-Handedness According to a geneticist at...Ch. 6 - Tax Audits An auditing procedure for income tax...Ch. 6 - 49. Weighing Produce A supermarket has three...Ch. 6 - 50. Dragons An island contains an equal number of...Ch. 6 - Prob. 51RECh. 6 - Prob. 52RECh. 6 - Prob. 53RECh. 6 - Prob. 54RECh. 6 - Prob. 55RECh. 6 - Prob. 56RECh. 6 - First Paradox: Under certain circumstances, you...Ch. 6 - First Paradox: Under certain circumstances, you...Ch. 6 - First Paradox: Under certain circumstances, you...Ch. 6 - Prob. 4PCh. 6 - First Paradox: Under certain circumstances, you...Ch. 6 - Second Paradox: The probability of a male...Ch. 6 - Prob. 7PCh. 6 - Prob. 8PCh. 6 - Prob. 9PCh. 6 - Prob. 10PCh. 6 - Prob. 11P
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- Problem: The probability density function of a random variable is given by the exponential distribution Find the probability that f(x) = {0.55e−0.55x 0 < x, O elsewhere} a. the time to observe a particle is more than 200 microseconds. b. the time to observe a particle is less than 10 microseconds.arrow_forwardThe OU process studied in the previous problem is a common model for interest rates. Another common model is the CIR model, which solves the SDE: dX₁ = (a = X₁) dt + σ √X+dWt, - under the condition Xoxo. We cannot solve this SDE explicitly. = (a) Use the Brownian trajectory simulated in part (a) of Problem 1, and the Euler scheme to simulate a trajectory of the CIR process. On a graph, represent both the trajectory of the OU process and the trajectory of the CIR process for the same Brownian path. (b) Repeat the simulation of the CIR process above M times (M large), for a large value of T, and use the result to estimate the long-term expectation and variance of the CIR process. How do they compare to the ones of the OU process? Numerical application: T = 10, N = 500, a = 0.04, x0 = 0.05, σ = 0.01, M = 1000. 1 (c) If you use larger values than above for the parameters, such as the ones in Problem 1, you may encounter errors when implementing the Euler scheme for CIR. Explain why.arrow_forwardRefer to page 1 for a problem involving proving the distributive property of matrix multiplication. Instructions: Provide a detailed proof using matrix definitions and element-wise operations. Show all calculations clearly. Link [https://drive.google.com/file/d/1wKSrun-GlxirS3IZ9qoHazb9tC440AZF/view?usp=sharing]arrow_forward
- Refer to page 30 for a problem requiring solving a nonhomogeneous differential equation using the method of undetermined coefficients. Instructions: Solve step-by-step, including the complementary and particular solutions. Clearly justify each step. Link [https://drive.google.com/file/d/1wKSrun-GlxirS3IZ9qoHazb9tC440AZF/view?usp=sharing]arrow_forwardRefer to page 5 for a problem requiring finding the critical points of a multivariable function. Instructions: Use partial derivatives and the second partial derivative test to classify the critical points. Provide detailed calculations. Link [https://drive.google.com/file/d/1wKSrun-GlxirS31Z9qo Hazb9tC440AZF/view?usp=sharing]arrow_forwardRefer to page 3 for a problem on evaluating limits involving indeterminate forms using L'Hôpital's rule. Instructions: Apply L'Hôpital's rule rigorously. Show all derivatives and justify the steps leading to the solution. Link [https://drive.google.com/file/d/1wKSrun-GlxirS31Z9qo Hazb9tC440AZF/view?usp=sharing]arrow_forward
- 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}.arrow_forward#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 = 0.3arrow_forwardRefer 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]arrow_forward
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