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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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What is hidden in Hidden Markov Models?
Suppose you want to predict the Stock or Forex market. After your first few failures, you'll come to the conclusion that this is nearly impossible. One reason is you don't know the mechanics of the …