RobinZ comments on Recommended reading for new rationalists - Less Wrong
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A belated, supernumerary entry (many thanks to taw's recent post for inspiration): How to Lie with Statistics. It is, in essence, a catalog of Dark Arts (and common mistakes) in that field, with some closing remarks on defenses against them.