CHAPTER 15 PROBABILITY RULES!
THE GENERAL ADDITION RULE Does NOT require disjoint events! P(A U B) = P(A) + P(B) – P(A ∩ B) Add the probabilities of A and B then subtract the probability of A and B.
EXAMPLE: USING THE GENERAL ADDITION RULE A survey of college students found that 56% live in a campus residence hall, 62% participate in a campus meal program, and 42% do both. What is the probability that a randomly selected student either lives OR eats on campus?
EXAMPLE: USING VENN DIAGRAMS Back to the college students: 56% live on campus, 62% have a meal plan, and 42% do both. Based on a Venn diagram, what is the probability that a randomly selected student a)Lives off campus and doesn’t have a meal plan? b)Lives on campus but doesn’t have a meal plan?
STEP-BY-STEP EXAMPLE Police report that 78% of drivers stopped on suspicion of drunk driving are given a breath test, 36% a blood test, and 22% both tests. What is probability that a randomly selected DWI suspect is given… 1.A test? 2.A blood test or a breath test but not both? 3.Neither test?
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CONDITIONAL PROBABILITY: IT DEPENDS…
FINDING CONDITIONAL PROBABILITY EXAMPLE Our survey found that 56% of college students live on campus, 62% have a campus meal program, and 42% do both. While dining in a campus facility open only to students with meal plans, you meet someone interesting. What is the probability that your new acquaintance lives on campus?
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INDEPENDENCE Events A and B are independent whenever P(B│A) = P(B). Are living on campus and having a meal plan independent? Are they disjoint? (Back it up with math)
INDEPENDENT ≠ DISJOINT Disjoint events can NOT be independent! Two events could be either independent or disjoint, but not both. And they can be NEITHER disjoint nor independent.
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TABLES VS VENN DIAGRAMS Step-by-Step Example Page 329 Just Checking
THE GENERAL MULTIPLICATION RULE Does not require independence! P(A∩B) = P(A) x P(B│A) Means the probability of A and B equals the probability of A times the probability of B given A has occurred.
EXAMPLE: USING THE GENERAL MULTIPLICATION RULE A factory produces two types of batteries, regular and rechargeable. Quality inspection tests show that 2% of the regular batteries come off the manufacturing line with a defect while only 1% of the rechargeable batteries have a defect. Rechargeable batteries make up 25% of the company’s production. What is the probability that if we choose 1 battery at random we get… a)A defective rechargeable battery? b)A regular battery and it is not defective?
DRAWING WITHOUT REPLACEMENT You just bought a small bag of Skittles. Not that you could know this, but inside are 20 candies: 7 green, 5 orange, 4 red, 3 yellow, and only 1 purple. You tear open one corner of the package and begin eating them by shaking one out at a time. What is the probability that … A)Your first two Skittles are both orange? B) That none of your first 3 candies is green?
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TREE DIAGRAMS A display of conditional events or probabilities that is helpful in organizing our thinking. Now lets make a tree diagram with the battery example…