satt comments on Overly convenient clusters, or: Beware sour grapes - Less Wrong
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On pages 16-20 of Explaining Social Behaviour: More Nuts and Bolts for the Social Sciences, Elster argues that one should refute rival explanations and show that additional (preferably novel) corollaries of the invoked explanation are observed. "These two criteria – refuting the most plausible alternatives and generating novel facts – are decisive for the credibility of an explanation."