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Hypothesis testing usually arrives as a recipe — compute a statistic, look up a p-value, compare it to 0.05 — but underneath there's one simple picture. Start with the bell curve of what you'd expect purely by chance if nothing were going on: that's the null. Collect data, and the only thing the test really asks is how far your result sits ...
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