An Introduction to Probabilistic Modeling, PDF eBook

An Introduction to Probabilistic Modeling PDF

Part of the Undergraduate Texts in Mathematics series

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Introduction to the basic concepts of probability theory: independence, expectation, convergence in law and almost-sure convergence.

Short expositions of more advanced topics such as Markov Chains, Stochastic Processes, Bayesian Decision Theory and Information Theory.

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