Northwestern University 1 credit Engineering Science & Applied Math
Analysis and implementation of numerical methods for random processes: random number generators, Monte Carlo methods, Markov processes, stochastic differential equations, and applications. Prerequisite: ES_APPM 405-1: Statistics and Data Science or permission of instructor. Recommended texts: 1. Søren Asmussen and Peter W. Glynn, Stochastic simulation: algorithms and analysis 2. Zeev Schuss, Theory and applications of stochastic processes.
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