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The principles of the theory of probability and its applications. Topics include the axioms of probability, conditional probability and independence of events; random variables and their properties; laws of large numbers and central limit theorem; simulation of random variables; theory and applications of random processes, including time series, Markov chains, the Poisson process and Brownian motion.
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