Math-2 Lesson 10-3 Conditional Probability TB or not TB (did you get it?) Marginal and Conditional Probability • Marginal probability: the probability of an event occurring (p(A)), it may be thought of as an unconditional probability. It is not conditioned on another event. – Example: the probability that a card drawn is red (p(red) = 0.5). Another example: the probability that a card drawn is a 4 (p(four)=1/13). • Conditional probability: p(A|B) is the probability of event A occurring, given that event B occurs. – Example: given that you drew a red card, what’s the probability that it’s a four (p(four|red))=2/26=1/13. So out of the 26 red cards (given a red card), there are two fours so 2/26=1/13. Review of Probabilities • Joint (overlapping) Probability • Marginal (conditional) Probability Joint Probability (overlapping events). Blonde Hair (3) Bill Jim (2) Amber (1) Maria Angelica Girls (3) (2) ? P (blonde girl ) ? ? P (blonde boy) ? Not girl, blonde (2) Girl, blonde (1) Girl, not blonde (2) Marginal (conditional) Probability Ford Non-Ford total white 2 7 9 Not white 4 0 4 total 6 7 13 ? P( white Ford) ? ? P( white not - Ford ) ? ? P(not - white Ford ) ? ? P (not - white not - Ford ) ? Joint (overlapping) and Marginal (conditional) Probabilities Ford white Not white total 2 4 6 ? P( white and Ford) ? ? P(not - white / Ford) ? Non-Ford 7 0 7 total 9 4 13 ? P(not - white and Ford ) ? ? P(not - Ford / white ) ? Probability Statements 2 P ( white and Ford ) 13 2 P(not - white | Ford) 3 4 P(not - white and Ford ) 13 7 P(not - Ford | white ) 9 Tree Diagram Wins Losses Tie Games Total Steelers 7 8 1 16 49ers 10 6 0 16 Total 17 14 1 32 Steeler Games: 16 Games: 32 Won/Steeler: 7 Lost/Steeler: 8 tie/Steeler: 1 49er Games: 16 Won/49er: 10 Lost/49er: 6 tie/49er: 0 What did you notice about how fare “upstream” you go to find numbers for the “marginal” probabilities? ? P( win / 49 game ) ? Steeler Games: 16 Games: 32 10 16 Won/Steeler: 7 Lost/Steeler: 8 tie/Steeler: 1 49er Games: 16 Won/49er: 10 Lost/49er: 6 tie/Steeler: 1 1. Fill in the table. 2. Build a tree diagram and label it. Your turn: Tails No tails Total Mammals 5 4 9 Not mammals 7 3 Total 12 7 10 19 Tails/mammal: 5 Mammals: 9 Animals 19: no tails/mammal: 4 Not mammals: 10 Tails/not mammal: 7 No tails/not mammal: 3 Writing Probability Statements ? P(mammal ) ? ? P( tail / mammal ) ? ? P( mammal / no tail ) ? ? P(not a mammal ) ? ? P(no tail / not mammal ) ? ? P ( not mammal / tail ) ? Build a tree diagram and label it (without #’s at first). Blue Not Blue Total Ford Chevy Total Blue/Ford: Fords: Cars: Not blue/Ford: Chevy’s: Blue/Chevy Not Blue/Chevy: From the probability given, fill in the table or the tree. Ford Blue Not Blue Total 15 27 – 15 = 12 27 Chevy Total 15 P(Blue car/Ford ) 27 Blue/Ford: 15 Fords: 27 Cars: This probability gives you 2 numbers in the table/tree. From these 2 numbers you can find a 3rd number. Not blue/Ford: 12 Chevy’s: Blue/Chevy Not Blue/Chevy: From the probability given, fill in the table or the tree. Ford Chevy Blue Not Blue Total 15 11 12 27 43 - 27 = 16 43 Total Blue/Ford: 15 11 P(Blue and Chevy ) 43 Cars: 43 This probability gives you 2 numbers in the table/tree. You now have enough information to complete the table and the tree. Fords: 27 Chevy’s: 16 Not blue/Ford: 12 Blue/Chevy 11 Not Blue/Chevy: From the probability given, fill in the table or the tree. Ford Chevy Blue Not Blue Total 15 11 12 27 16 16 – 11 = 5 43 Total Blue/Ford: 15 11 P(Blue and Chevy ) 43 Cars: 43 This probability gives you 2 numbers in the table/tree. You now have enough information to complete the table and the tree. Fords: 27 Chevy’s: 16 Not blue/Ford: 12 Blue/Chevy 11 Not Blue/Chevy: 5 From the probability given, fill in the table or the tree. Ford Chevy Total Blue Not Blue Total 15 11 12 27 16 5 15 + 11 = 26 43 Blue/Ford: 15 11 P(Blue and Chevy ) 43 Cars: 43 This probability gives you 2 numbers in the table/tree. You now have enough information to complete the table and the tree. Fords: 27 Chevy’s: 16 Not blue/Ford: 12 Blue/Chevy 11 Not Blue/Chevy: 5 TB or Not TB? Tuberculosis (TB) can be tested in a variety of ways, including a skin test. If a person has tuberculosis antibodies, then they are considered to have TB. Build a tree diagram and label it. Test Positive Test Negative Total Have TB Don’t have TB Total Have TB/”+” test: Patients: Test Positive: Test Negative: Don’t have TB/ “+”test: Have TB/ ”neg” test: Don’t have TB/ “neg”test: From the probability given, fill in the table and the tree. Test Positive Have TB Don’t have TB Test Negative Total 675 725 – 675 = 50 Total 725 Have TB/”+” test: 675 675 P(TB/"" test ) 725 Patients: This probability gives you 2 numbers in the table/tree. Test Positive: 725 Test Negative: Don’t have TB/ “+”test: 50 Have TB/ ”neg” test: Don’t have TB/ “neg”test: From these 2 numbers you can find a 3rd number. From the probability given, fill in the table and the tree. Test Positive Have TB Don’t have TB 675 50 Total 725 Test Negative 830 1015 – 830 = 185 1015 Have TB/”+” test: 675 830 P (TB ) 1015 Patients: 1015 This probability gives you 2 numbers in the table/tree. This provides enough information to file in the rest of the table/tree. Total Test Positive: 725 Test Negative: Don’t have TB/ “+”test: 50 Have TB/ ”neg” test: Don’t have TB/ “neg”test: From the probability given, fill in the table and the tree. Test Positive Have TB Don’t have TB 675 50 Total 725 Test Negative Total 830 – 675 = 155 830 185 1015 Have TB/”+” test: 675 830 P (TB ) 1015 Patients: 1015 This probability gives you 2 numbers in the table/tree. This provides enough information to file in the rest of the table/tree. Test Positive: 725 Test Negative: Don’t have TB/ “+”test: 50 Have TB/ ”neg” test: 155 Don’t have TB/ “neg”test: From the probability given, fill in the table and the tree. Test Positive Have TB Don’t have TB 675 50 Total 725 Test Negative Total 155 830 185 1015 – 725 = 290 1015 Have TB/”+” test: 675 830 P (TB ) 1015 Patients: 1015 This probability gives you 2 numbers in the table/tree. This provides enough information to file in the rest of the table/tree. Test Positive: 725 Don’t have TB/ “+”test: 50 Test Negative: 290 Have TB/ ”neg” test: 155 Don’t have TB/ “neg”test: From the probability given, fill in the table and the tree. Test Positive Have TB 675 Don’t have TB 50 Total 725 Test Negative Total 155 290 – 155 = 135 830 185 290 1015 Have TB/”+” test: 675 830 P (TB ) 1015 Patients: 1015 This probability gives you 2 numbers in the table/tree. This provides enough information to file in the rest of the table/tree. Test Positive: 725 Don’t have TB/ “+”test: 50 Test Negative: 290 Have TB/ ”neg” test: 155 Don’t have TB/ “neg”test: 135 Below is a tree diagram representing data based on 1,000 people who have been given a skin test for tuberculosis. Tested Positive/yes TB: 361 Have TB: 380 Tested Negative/ yes TB 19 # tested: 1000 Do NOT Have TB: 620 Tested Positive/no TB: 62 Tested Negative/no TB: 553 Homework 10.3 • Finish the TB Activity • Part 1: Fill in table, Questions 1-2 • Part 2: Questions 1-7
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