The gambler's fallacy incorrectly assumes that independent events (like roulette spins) have memory and that streaks reverse, while the hot hand phenomenon in skill events (like basketball shooting) actually shows that streaks persist, though the effect is modest (2-4 percentage points) rather than the dramatic boost fans believe.
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Gambler's fallacy vs Hot hand: two myths in opposite directions | Ludwig Explains
Added:A roulette wheel lands on red eight times in a row. Is black due?
Your gut says yes. Your gut is wrong.
This is the gambler's fallacy.
The wheel has no memory. Each spin is independent. The probability of red is the same every time, about 47% on an American wheel.
Eight reds in a row is unlikely, but every single spin individually is exactly as likely as it always was.
Streaks don't use up the chance of an outcome. But now flip the script. A basketball player just hit four shots in a row. Is he hot? Are his odds higher on the next one?
Most fans say yes. A famous 1985 paper by Gilovich, Vallone, and Tversky said no.
The streaks were just randomness. The hot hand was a fallacy.
That finding stood for 30 years. Then in 2018, two economists, Miller and Sanjurjo, spotted a subtle statistical bug in the original method. When you sample streaks the way Gilovich did, you systematically underestimate the conditional probability.
Correct that bias, and the hot hand is real.
Just smaller than fans claim. A few percentage point boost after a streak, detectable, modest, real. Two famous fallacies, they point in opposite directions.
Gamblers, streaks reverse. Hot hand, streaks persist.
The deep idea, independent events have no memory. Skill events do. The trick is knowing which one you're looking at.
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