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RomeoStevens comments on Open thread, July 23-29, 2013 - Less Wrong
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If you assume regression to the mean will occur in replication, you should only pay attention to fairly large effect sizes. This has a way of washing out a lot of the noise in areas where previously it seemed hard to draw a conclusion.