Pseudo-random Number Sampling A collection of Pseudo-random Number Sampling methods Outline Discrete distributions Poisson distribution Knuth-Junhao's method Distributions with density Approximation Importance sampling Independent methods Inverse sampling Rejection sampling Dependent methods Metropolis-Hasting Normal distribution Box-Muller transform