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This link recently saved by chrisamiller on May 07, 2009
An intuitive explanation to very unintuitive phenomena. (i.e. A disease test may be 99% accurate, but test for a rare disease - say 0.5% of the population has it. Thus, even if you test positively, there's still only a 33% chance that you have the disease). The pictures tell the story nicely.