Why We Divide by n − 1
Understanding sample variance as an optimization problem, and why estimating the mean guarantees we underestimate the true variance.
Notes
On mathematics, computation, and ideas.
The Bias in Estimation
Why fitting and evaluating on the same data always fools you.