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This exploration of coin flipping and its intricacies is fascinating! It’s intriguing how factors like design, weight distribution, and even psychological influences can affect the outcome. The research by Persi Diaconis sheds light on the surprising complexity behind what seems like a simple act. His journey from dropout to Stanford professor and magician adds an inspiring twist to the narrative!

next https://coinmedia.live/

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Gunnar Miller's avatar

Coins often have different designs or embossments on each side, i.e. a more detailed design or raised features on on side might also contribute to subtle differences in mass distribution or surface characteristics which affect the way coins land. Some coins also have thicker or more pronounced edges, which can affect the probability of actually landing on the edge versus landing flat on either face!

The most interesting study on this subject that I've ever seen https://www.stat.berkeley.edu/users/aldous/157/Papers/diaconis_coinbias.pdf concluded that skilled individuals can subconsciously (or deliberately) control the result by how they hold and flip the coin, as well as how much rotational force they use. This manipulation can be subtle, influenced by psychological tendencies to achieve a specific result. The primary author Persi Diaconis https://en.wikipedia.org/wiki/Persi_Diaconis is a really interesting guy; a high school dropout who went in to earn a Harvard PhD in math and become a Stanford professor ... and magician! https://youtu.be/Obg7JPd6cmw?si=95yLcwHa-VaJiPlU and https://youtu.be/AYnJv68T3MM?si=ZRLWZLlMamOQUvOX .

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