The Art of Statistics: Learning from Data

by David Spiegelhalter

It is an easy mistake to make, but the logic is as faulty as going from the statement ‘if you’re the Pope, then you’re a Catholic’ to ‘if you’re a Catholic, then you’re the Pope’, where the flaw is somewhat simpler to spot.