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Intro: p-values Originally: to indicate a problem with a model worth investigating. Not: p small therefore other model correct. p-values are not probabilities p-values are random variables between 0 and 1 So the p-values should The exact value of p-values below 1e-6 is unreliable Effect size may be more interesting http://astrost.at/istics/minimal-statistics-checklist.html