Shuffling cards
How many times must a pack of perfectly ordered playing cards be shuffled
until its order is close to random? That depends on what shuffling method you use. Professor Persi Diaconis of Stanford University, a professional
magician who changed career and became a mathematician and statistician, made a
thorough study of shuffling. He found that, if you use the riffle shuffle (the
usual way card players shuffle cards: cut off about half the pack and
riffle the two packets together), it takes just 7 times! If you use the
overhand shuffle (another popular method) it takes 2500 times! He also studied
some 'academic' shuffles that nobody uses in practice.
References:
Diaconis, Persi (1988). Group representations in probability and statistics. Hayward, California: Institute of Mathematics.
Bayer, Dave and Diaconi, Persi (1992) Trailing the dovetail shuffle to its lair. Annals of Probability, 2: 294-313.
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