01:39:47 duration 1 hour 39 minutes
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…
51:45 duration 51 minutes 45 seconds
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.