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Statistical Inference for Piecewise-deterministic Markov Processes

Name: Statistical Inference for Piecewise-deterministic Markov Processes
Brand: ISTE Ltd
SKU: 19821443
Price: 170.35 EUR
Availability: InStock
Author: Romain Azais
ISBN: 9781786303028

Romain Azais

Florian Bouguet

Língua

Inglês

Livro Livro de capa dura

Código Libristo: 19821443

Editoras ISTE Ltd, julho 2018

Piecewise-deterministic Markov processes form a class of stochastic models with a sizeable scope of... Descrição completa

Código Libristo: 19821443

415 b

170.35 €

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Piecewise-deterministic Markov processes form a class of stochastic models with a sizeable scope of applications: biology, insurance, neuroscience, networks, finance... Such processes are defined by a deterministic motion punctuated by random jumps at random times, and offer simple yet challenging models to study. Nevertheless, the issue of statistical estimation of the parameters ruling the jump mechanism is far from trivial. Responding to new developments in the field as well as to current research interests and needs, Statistical inference for piecewise-deterministic Markov processes offers a detailed and comprehensive survey of state-of-the-art results. It covers a wide range of general processes as well as applied models. The present book also dwells on statistics in the context of Markov chains, since piecewise-deterministic Markov processes are characterized by an embedded Markov chain corresponding to the position of the process right after the jumps.