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Monte Carlo Methods
Monte Carlo methods are simulation algorithms designed to compute answers to deterministic questions using random numbers. Although used in many branches of science, in statistics they are principally used to compute probabilities and expectations in complex stochastic models. There is reference to them as far back as the ancient Babylonians of Biblical times.