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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.
This link recently saved by chrisamiller on January 30, 2009
This link recently saved by chrisamiller on December 21, 2008