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Numerical Methods for Simulation and Optimization of Piecewise Deterministic Markov Processes
Language: en
Pages: 298
Authors: Benoîte de Saporta
Categories: Mathematics
Type: BOOK - Published: 2016-01-26 - Publisher: John Wiley & Sons

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Mark H.A. Davis introduced the Piecewise-Deterministic Markov Process (PDMP) class of stochastic hybrid models in an article in 1984. Today it is used to model
Markov Renewal and Piecewise Deterministic Processes
Language: en
Pages: 252
Authors: Christiane Cocozza-Thivent
Categories: Mathematics
Type: BOOK - Published: 2021-06-09 - Publisher: Springer Nature

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This book is aimed at researchers, graduate students and engineers who would like to be initiated to Piecewise Deterministic Markov Processes (PDMPs). A PDMP mo
Statistical Inference for Piecewise-deterministic Markov Processes
Language: en
Pages: 300
Authors: Romain Azais
Categories: Mathematics
Type: BOOK - Published: 2018-08-14 - Publisher: John Wiley & Sons

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Piecewise-deterministic Markov processes form a class of stochastic models with a sizeable scope of applications: biology, insurance, neuroscience, networks, fi
Discrete Time Branching Processes in Random Environment
Language: en
Pages: 306
Authors: Götz Kersting
Categories: Mathematics
Type: BOOK - Published: 2017-11-29 - Publisher: John Wiley & Sons

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Branching processes are stochastic processes which represent the reproduction of particles, such as individuals within a population, and thereby model demograph
Semi-Markov Migration Models for Credit Risk
Language: en
Pages: 265
Authors: Guglielmo D'Amico
Categories: Mathematics
Type: BOOK - Published: 2017-06-01 - Publisher: John Wiley & Sons

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Credit risk is one of the most important contemporary problems for banks and insurance companies. Indeed, for banks, more than forty percent of the equities are