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Theory and applications of probability and stochastic processes: e.g. central limit theorems, large deviations, stochastic differential equations, models from statistical mechanics, queuing theory.
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Binomial moments for the number of events occuring
There are better methods using tree and graphs, for example, "Probability Bounds with Cherry Trees" in Math. of Oper. Research in 2001.