Monte Carlo and quasi-Monte Carlo simulation are popular numerical methods used in a wide variety of disciplines including economics and finance.  In this talk I will give a survey of pseudorandom and low-discrepancy sequences, discuss how they are used in computing, and present some examples from time series forecasting and option pricing.