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Dmytry comments on Get Curious - Less Wrong
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you need both the instances you are right and the instances you are wrong to do correct stats... otherwise i can have 90% confidence, be wrong one time out of 10, and 100% of those times that i am wrong, have the answer outside 90% confidence interval.