Answer

The sampling distribution of the mean approaches N(μ, σ²/n) as n → ∞, regardless of population distribution. With n ≥ 30, approximation is generally good. Foundation for: confidence intervals, hypothesis tests, bootstrap. Explains why Gaussian appears everywhere in practice.