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Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems /
This book presents a systematic treatment of Markov chains, diffusion processes and state space models, as well as alternative approaches to Markov chains through stochastic difference equations and stochastic differential equations. It illustrates how these processes and approaches are applied to m...
| Cote: | Libro Electrónico |
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| Auteur principal: | |
| Format: | Électronique eBook |
| Langue: | Inglés |
| Publié: |
Singapore ; River Edge, N.J. :
World Scientific,
©2002.
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| Collection: | Series on concrete and applicable mathematics ;
v. 4. |
| Sujets: | |
| Accès en ligne: | Texto completo |
| Résumé: | This book presents a systematic treatment of Markov chains, diffusion processes and state space models, as well as alternative approaches to Markov chains through stochastic difference equations and stochastic differential equations. It illustrates how these processes and approaches are applied to many problems in genetics, carcinogenesis, AIDS epidemiology and other biomedical systems. One feature of the book is that it describes the basic MCMC (Markov chain and Monte Carlo) procedures and illustrates how to use the Gibbs sampling method and the multilevel Gibbs sampling method to solve many. |
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| Description matérielle: | 1 online resource (xv, 441 pages) : illustrations |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9812777962 9789812777966 9789810248697 9810248695 |