gwern comments on Against NHST - Less Wrong
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"An investigation of the false discovery rate and the misinterpretation of p-values", Colquhoun 2014; basically a more extended tutorial-like version of Ioannides's 'Why Most Published Findings are False', putting more emphasis on working through the cancer-screening metaphor to explain why a p<0.05 is much less impressive than it looks & has such high error rates.