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Lecture 1 - Principles of Monte Carlo

Crude Monte Carlo: central limit theorem and law of large numbers. Methods for the generation of random variables: inverse transform, rejection sam- pling. Examples: simulation from the exponential…

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Lecture 47: simulation of a symmetric random walk

Simulation of continuous and discrete random variable: method of the pseudo-inverse function. Simulation of Gaussian random variables with uniforms.

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