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Stochastic Modeling of Scientific Data - Guttorp, Peter (University of Washington, Seattle, USA, and Norwegian Computing Center, Oslo, Norway)

This book investigates some simple stochastic models and shows how there is an interplay between the models and the science underlying the problem. It combines stochastic modeling and statistical inference in point processes, Markov random fields, and hidden Markov models.

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