Stochastische Modellierung wissenschaftlicher Daten, Hardcover von Guttorp, Peter, wie neu...
Stochastic Modeling of Scientific Data, Hardcover by Guttorp, Peter, ISBN 0412992817, ISBN-13 9780412992810, Like New Used, Free P&P in the UK This text combines stochastic modeling and statistical inference in a variety of standard and less common models, such as point processes, Markov random fields and hidden Markov models, in a clear, thoughtful and succinct manner. The main distinguishing feature of this work is that, in addition to probability theory, it contains statistical aspects of model fitting and a variety of data sets that are either analysed in the text or used as exercises. Markov chain Monte Carlo methods are introduced for evaluating likelihoods in complicated models and the forward - backward algorithm for analysing hidden Markov models is presented.
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