Statistics, Machine Learning, Data Science, Central Limit Theorem, Sample.
variance. Thus, we are able to use a random-sample of the population, to approximate important population statistics (mean and variance). How good the approximation is, depends on the sample-size (N). NOTE: it is important to stress is the difference between: The sample-variance i.e. (σ_mle)² , and