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 law, mixture laws, discrete distributions.