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September 14, 2010 01:32
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| # from http://jsteinhardt.wordpress.com/2010/09/13/nobody-understands-probability/ | |
| <quote> | |
| Let’s consider an example. Suppose that a man comes up to you and says | |
| “I have two children. At least one of them is a boy.” | |
| What is the probability that they are both boys? | |
| </quote> | |
| Note: we are assuming the man is telling the truth. | |
| Justification: Any probabilistic analysis presumes that given facts are true. | |
| Given that a man has two children, there are 4 possible gender configurations: | |
| 1. GG | |
| 2. GB | |
| 3. BG | |
| 4. BB | |
| We know that each configuration has an equal probability since: | |
| * any individual birth has equal gender assignment probabilities | |
| * any given gender assignment is independent of previous gender assignments. | |
| Note that we are *not* answering the question: what is my next-born child's gender? | |
| Since at least one is a boy, we can eliminate configuration #1, leaving 3 options that satisfy this condition: | |
| 2. GB | |
| 3. BG | |
| 4. BB | |
| What is the probability that both are boys? | |
| 1/3, since only configuration #4 satisfies this condition. |
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