AP Statistics Chapters 14-17 Review Name_______________________________ Class period______ WRITE ANSWERS AS DECIMALS WITH THREE SIGNIFICANT DIGITS. 1. Know the difference between mutually exclusive/disjoint and independent. Know the four requirements of a binomial distribution. 2. Compute the following. a. P(a certain event) b. P(an impossible event) 3. A drug is effective in an average of 70% of the trials. Find the probability that this drug will be effective in a)all of eight separate and independent cases b)at least one of four cases. 4. A fund raising committee is to be selected from a group of 14 members, including nine college graduates (4 are women) and five people who did not graduate from college (2 are women). a. If the chairperson is randomly selected, find the probability of getting a woman. b. If the chairperson is randomly selected, find the probability of getting a man or a college graduate. c. If two members are randomly selected for a special project, find the probability that they are both women. d. At each meeting, one of the 14 members is randomly chosen to be secretary. Find the probability that the first two secretaries are both men. (A person may be selected more than once.) 5. A multiple choice test allows answers of a, b, c, d, and e for each question. A student answers ten questions by making random guesses. a. What is the probability that the first answer is correct? b. Find P(all ten answers are wrong) c. Find P(at least one correct answer) 6. A college professor has two teaching assistants who help work with students during labs. One shows up 80% of the time while the other shows up 92% of the time. What is the probability that the professor will have a teaching assistant in the lab today? 7. A fire alarm goes off 8% of the school days in a particular school. When it goes off, 3% of the time there is a real fire. What proportion of the school days is there a real fire? 8. If forty-five percent of the seniors go out to lunch everyday, what is the probability of randomly selecting 4 seniors who all go out to lunch everyday? 9. Canada has developed a new missile that hits its targets 60% of the time. If two missiles are fired independently of each other at a target, what is the probability that a) both missiles hit the target? b. at least one missile hits the target? 10. A sample of pizza sales was recorded in the chart below. Crust thick thin Meat Lovers 28 16 Type of Pizza Cheese 16 15 Supreme 18 24 a) What is the probability of randomly selecting a thin crust pizza? b) What is the probability of randomly selecting a supreme pizza? c) What is the probability of randomly selecting a thin crust given that it is a meat lovers pizza? d) Are buying a thick crust and buying a supreme pizza independent? 11. Sports Illustrated surveyed readers to see how they exercised to maintain fitness. Suppose that the categories were A) play a sport, B) walk, and C) lift weights and also suppose that 25% lift weights 16% play a sport and walk 15% walk and lift weights 36% play a sport 57% walk 6% only lift weights 7% walk, play a sport, and lift weights Sketch a Venn diagram and the probability that a randomly selected person: a) does not lift weights, walk, or play a sport b) only walks c) plays a sport and lifts weights 12. A survey is conducted to determine whether any relationship exists between level of education and location of residence. A random sample of 500 people produced the results given in the accompanying table. Find the probability that a randomly selected person a) lives in a rural area given that they have a college education b) has a secondary education given that they live in the suburbs Location of residence Urban Suburban Rural elementary 18 10 35 Education secondary 68 118 58 college 111 69 13 13. A national study found that the average family spent $422 a month on groceries with a standard deviation of $84. The average amount spent on housing was $1120 a month, with a standard deviation of $212. The expected total a family spends on food and housing is 422 + 1120 = $1532. What is the standard deviation of the total if both expense distributions are roughly normal? (from Bock test B) 14. An intelligence test has a mean of 150 and a standard deviation of 12. In order to qualify for a gifted program a candidate’s score must be in the top 18%. Assuming a normal distribution, find the minimum acceptable score to qualify for the gifted program. 15. A physical fitness researcher devises a test of strength and finds that the results are normally distributed with a mean of 84.5 pounds and a standard deviation of 7.8 pounds. a. If a subject is randomly selected and measured, find the probability of a score between 84.5 pounds and 90.0 pounds. b. If a subject is randomly selected and measured, find the probability of a score between 75.0 pounds and 100.0 pounds. c. If a subject is randomly selected and measured, find the probability of a score below 92.3 pounds. d. If a subject is randomly selected and measured, find the probability of a score greater than 88.0 pounds. e. If a subject is randomly selected and measured, find the probability of a score between 75.0 pounds and 80.0 pounds. 16. The test from question 14 is also used to place students in regular classes. Students must not be lower than the bottom 20% to qualify for a regular program. Find the minimum acceptable score for the regular program. 17. Bud and Lou were arguing about scores on the Ace Slap-Stick Comedy Test. These scores are distributed normally with a mean of 50. They agreed that 10% of the population had scores of 60 or better (and they were correct on this). Bud also claimed that 10% of the population had scores of 40 or below. A) Bud is correct. B) Bud is correct but only because each score point is worth one percentage point. C) Bud is mistaken. D) More information is necessary before a decision can be made. 18. Which of these random variables has a geometric model? A) The number of cards of each suit in a 10 card hand. B) The number of people we check until we find someone with green eyes. C) The number of cars inspected until we find three with bad mufflers. D) The number of Democrats among a group of 20 randomly chosen adults. E) The number of aces among the top 10 cards in a well-shuffled deck. 19. Which of the random variables above is most likely to have a binomial model? 20 .A paranormal researcher is studying ESP and has developed a test consisting of 5 independent questions. Let x represent the number of questions answered correctly. Number correct (x) P(x) a) b) c) d) e) 0 .028 1 2 .308 What is the probability that a person gets exactly 1 correct? What is the probability that a person gets at least 3 correct? What is the probability that a person does not get 1 correct? What is the mean of the distribution? What is the standard deviation of the distribution? 3 .317 4 .163 5 .033 21. A contractor has a 0.80 probability of making $70,000, a 0.15 probability of losing $20,000, and a 0.05 probability of breaking even. What is the expected value? 22. Premature babies are those born more than three weeks early. Newsweek reports that 10% of the live births in this country are premature. Suppose that 350 live births are randomly selected. a. What is the probability that more than 50 births are premature? b. What is the probability that exactly 40 births are premature? c. What is the probability that not more than 25 births are premature? d. How many babies would you expect to be born prematurely? e. What is the standard deviation? 23. In a survey conducted for Business Week by Louis Harris & Associates, 1250 adults were asked, “Bearing in mind that they are paid out of taxes, do you think public school teachers are paid enough, too little, or too much?” Fifty-five percent of these adults said “too little.” Assume that this percentage is true for the population of all adults. Find the probability that in a random sample of 12 adults, exactly 9 will say “too little” in response to the question. 24. Home Electric sells extension cords in bulk at wholesale prices, as well as individually at retail prices. Next year’s sales depend on market conditions, but executives use probability to find estimates of sales for the coming year. The following tables are estimates for next year’s sales. Number sold Probability WHOLESALE SALES 2,000 5,000 0.5 0.2 10,000 0.2 RETAIL SALES Number sold 500 1,000 Probability 0.4 0.5 15,000 0.1 1,200 0.1 What profit does Home Electric expect to make for the next year if the profit from each extension cord sold is $7 at wholesale and $10 at retail? 25. Test 1 has a mean of 84 and a standard deviation of 7.3. Test 2 has a mean of 79 and a standard deviation of 8.1. If Rudy scored an 88 and Test 1 and an 84 on Test 2, which test did he score better on relative to the rest of the students? 26. For each of the following situations, indicate whether a binomial distribution is a reasonable probability model for the random variable X. Give a reason if a binomial distribution is not appropriate. a) You observe the gender of the next 50 children born at a local hospital; X is thee number of girls among them. b) A couple decides to continue to have children until their first boy is born; X is the total number of children the couple has. c) You want to know what percent of married people believe that mothers of young children should not be employed outside the home. You plan to interview 50 people, and for the sake of convenience you decide to interview both the husband and the wife of 25 married couples. The random variable X is the number among the 50 persons interviewed who think mothers should not be employed. 27. Surveys indicate that 5% of the students who took the SATs had enrolled in an SAT prep course. Thirty percent of the SAT prep students were admitted to their first choice college, as were 20% of the other students. You overhear a classmate say he got into the college he wanted. What is the probability he didn’t take an SAT prep course? 28. An ice cream stand reports that 12% of the cones they sell are “jumbo” size. You want to see what a “jumbo” cone looks like, so you stand and watch the sales for a while. a) What is the probability that the first jumbo cone is the fourth cone you see them sell? b) What is the probability there is exactly one jumbo among the first 6 cones sold. c) How many cones would you expect to see until you see a jumbo cone? ****************************Answers************************************* 1. see text 2a) 1 b) 0 3. a) .0576 4. a) 6/14 = .429 5. a) .2 6. b) .992 b) 8/14 + 9/14 - 5/14 = 12/14 = .857 c) .165 d) .327 b) (4/5)10 = .107 1 - .016 = .984 7. c) 1 - .107 = .893 .0024 10.a) .470 b) .359 c) .364 d) P(thick) = P(thick | supreme) 62 18 117 42 .53 ≠ .43 not independent 8. .0410 9. a) .36 A 16 7 4 8 6 11. a) .17 b) .33 c) .11 B 33 9 C 17 b) .84 12. a) .0674 b) .599 13. $228.03 14. 161.04 or 161 15. a) 0.2611 b) 0.8655 16. 139.92 or 140 17. A 20. a) .151 b) .513 c) .849 d) 2.535 c) 0.8413 18. B d) 0.3264 e) 0.1698 19. D e) 1.115 21. $53,000 22. a) 0.00426 (using binomcdf)) b) .0457 23. 0.0923 c) 0.0405 (using binomcdf) d) 35 e) 5.612 24. $46,700 25. Test 2 (use z-scores to compare results) 26.a) Yes, a binomial distribution is appropriate b) No, n is random and the distribution is geometric c) No, trials are not independent; spouses influence each other and chose to be spouses possibly based on similar opinions 27. 0.93 28. a) .08 b) .38 c) 8 or 9 (8.333)