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ADVANCED MATHEMATICS FOR STATISTICAL APPLICATIONS
Modeling deterministic systems with differential equations: first and second order ODEs, systems of linear differential equations. Laplace transforms and moment generating functions. Modeling stochastic systems with Markov chains: discrete and continuous time chains, Chapman-Kolmogorov equations, ergodic theorems.
Antirequisite(s): The former Applied Mathematics 2503A/B.