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Conditional Probability

Conditional Probability. The probability of an event given that some other event has occurred. i.e. a reduced sample space. It is written as. - the probability of B given A. E.g. Given that the toss of a die is even, what is the probability that it is divisible by three?

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Conditional Probability

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  1. Conditional Probability

  2. The probability of an event given that some other event has occurred. i.e. a reduced sample space. It is written as - the probability of B given A. E.g. Given that the toss of a die is even, what is the probability that it is divisible by three? Method 1: Reduced sample space is {2,4,6} P(Divisible by 3 | toss is even) = Method 2: Using

  3. If Independent….. • If events A and B are independent, then event B will not be influenced by whether event A has occurred, and so

  4. S T 0.2 0.25 0.35 0.2

  5. A frog climbing out of a well is affected by the weather. When it rains, he falls back down the well with a probability of 1/10. In dry weather, he only falls back down with probability of 1/25. The probability of rain is 1/5. Find the probability that given he falls it was a rainy day. Let's start by drawing the tree diagram of these events:

  6. Sometimes the use of a table can make problems easier E.g. In an examination 20% of students sitting failed Physics, 15% failed Maths and 10% failed both. A student is selected at random (a) If he failed Physics what is the probability that he failed Maths? (b) If he failed Maths what is the probability that he failed Physics? (c) What is the probability that he failed Maths or Physics? • Answer: • Let M = {passed Maths} M′ = {failed Maths} • P = {passed Physics} P′ = {failed Physics} • P(M′|P′) = • P(P′|M′) = = 0.15 + 0.2 – 0.1 = 0.25

  7. E.g. The probability that a married man watches a certain TV show = 0.4 The probability that a married woman watches the show = 0.5. The probability that a man watches the show given that his wife does=0.7 Find the probability that (i) A married couple both watch the show (ii) A wife watches if her husband does (iii) At least one person of a married couple watches the show Answer Let H = {husband watches show}W = {wife watches show} (i) (ii) = 0.4 + 0.5 – 0.35 = 0.55 (iii)

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