Sample variance
Where does the mysterious $(n-1)$ factor come from when computing the unbiased sample variance?
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Kelly Criterion
If we bet a fraction $f$ of our capital on each round, and a win resulted in a gain of $f\times b$, and a loss resulted in a loss of $f \times a$, then after...