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Convergence

Aug 24, 2024 Probability and Statistics 28 min read

Probability and Statistics (5): Law of Large Numbers and the Central Limit Theorem

The two pillars of probability: the Law of Large Numbers guarantees sample means converge, and the Central Limit Theorem explains why everything looks Gaussian — with proofs, convergence concepts, and Python simulations.