STAT243 LS: Intro to Probability and Statistics Quiz 2, Feb 17, 2017 KEY This is a 50-min quiz. Students may use a page of note (front and back), and a calculator, but nothing else is allowed. 1. A phenomenon is random if: A) individual outcomes are chaotic. B) individual outcomes have no pattern. C) individual outcomes are uncertain but there is a regular distribution of outcomes with a small number of repetitions. D) individual outcomes are uncertain but there is a regular distribution of outcomes with a large number of repetitions. 2. The table below represents the fat content in grams per serving of leading breakfast cereals. Fat content in grams per serving Probability 0 1 2 3 4 5 .35 .39 .18 .07 .00 .01 What is the probability of a randomly selected cereal having at least 1 gram of fat? A) 0.35 B) 0.39 C) 0.65 D) 0.74 E) 0.92 Answer) 1 - P(fat content = 0) = 1 - .35 = .65 3. Of 1473 immobilized patients given a placebo, 73 experienced complications from DVT. Compute the odds of experiencing complications from DVT when an immobilized patient is given a placebo. Hint: definition of odds. A) 0.0496 B) 0.0521 C) 0.9504 D) 0.5218 Answer) 73/1473 73 = = .0521 1400/1473 1400 4. If the probability that a woman has red/green color blindness is 0.25, what are the odds of her having red/green color blindness? Hint: definition of odds. A) 0.25 B) 0.33 C) 0.50 D) 0.67 Ans) . 25 1 = = .33 . 75 3 5. If the odds of conceiving a child who will suffer from sickle-cell anemia for a couple who both carry the sickle-cell trait is 1:3, what is the risk of this couple having a child with sickle-cell anemia? Hint: Think about definition of odds and risk, and P(A) + P(not A) = 1 for any event A. A) 20% B) 25% C) 33% D) 50% Answer) Lets’ call event A as “conceiving a child who will suffer from sickle-cell anemia for a couple who both carry the sickle-cell trait”. Odds = 1/3 implies P(A) is three times less than P(not A). We know P(A) + P(not A) = 1. Then P(A) + 3*P(A) = 1, which implies 4*P(A) = 1 and P(A) = .25. 6. The state of Florida reports that 75% of all patients first diagnosed with a spinal cord injury are male. What is the probability that the next three patients first diagnosed with a spinal cord injury will be male? Hint: Think about independence and dependence. A) 0.75 B) 0.56 C) 0.42 D) 0.25 Ans) . 753 = .42 For problems 7 – 9, read the following: Medical researchers know that the probability of getting lung cancer if a person smokes is 0.34. The probability that a nonsmoker will get lung cancer is 0.03. It is also known that 11% of the population smokes. Denote S, NS, and LC as smoker, nonsmoker, and lung cancer, respectively. 7. What is the probability that a randomly selected person is both a smoker and gets lung cancer? Hint: compute P(S and LC). A) 0.0374 B) 0.3240 C) 0.3400 D) 0.1100 Answer) P(S and LC) = P(S)∙P(LC|S) = .11*.34 = .0374 8. What is the probability that a nonsmoker does not get cancer? Hint: compute 1 – P(LC|NS). A) 0.03 B) 0.92 C) 0.97 D) 0.08 Answer) 1 – P(LC|NS) = 1 - .03 = .97 9. What is the probability that a person is a smoker given the person has lung cancer? Hint: compute P(S|LC) using Bayes Theorem. A) 0.28 B) 0.58 C) 0.78 D) 0.88 Answer) 𝑃(𝑆|𝐿𝐶) = (. 11) ∙ (. 34) 𝑃(𝑆) ∙ 𝑃(𝐿𝐶|𝑆) . 0374 = = 𝑃(𝑆) ∙ 𝑃(𝐿𝐶|𝑆) + 𝑃(𝑁𝑆) ∙ 𝑃(𝐿𝐶|𝑁𝑆) (. 11) ∙ (. 34) + (. 89) ∙ (. 03) . 0641 = .5835
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