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Stochastic modelling for systems biology /

"Since the first edition of Stochastic Modelling for Systems Biology, there have been many interesting developments in the use of 'likelihood-free' methods of Bayesian inference for complex stochastic models. Re-written to reflect this modern perspective, this second edition covers ev...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Wilkinson, Darren James (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton : CRC Press/Taylor & Francis Group, [2012]
Edición:Second edition.
Colección:Chapman and Hall/CRC mathematical & computational biology series.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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245 1 0 |a Stochastic modelling for systems biology /  |c Darren J. Wilkinson. 
250 |a Second edition. 
264 1 |a Boca Raton :  |b CRC Press/Taylor & Francis Group,  |c [2012] 
264 4 |c ©2012 
300 |a 1 online resource (xxvii, 330 pages) :  |b illustrations 
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500 |a "A Chapman & Hall Book." 
504 |a Includes bibliographical references and index. 
505 0 |a I. Modelling and networks. Introduction to biological modelling -- Representation of biochemical networks -- II. Stochastic processes and simulation. Probability models -- Stochastic simulation -- Markov processes -- III. Stochastic chemical kinetics. Chemical and biochemical kinetics -- Case studies -- Beyond the Gillespie algorithm -- IV. Bayesian inference. Bayesian inference and MCMC -- Inference for stochastic kinetic models -- Conclusions. 
520 |a "Since the first edition of Stochastic Modelling for Systems Biology, there have been many interesting developments in the use of 'likelihood-free' methods of Bayesian inference for complex stochastic models. Re-written to reflect this modern perspective, this second edition covers everything necessary for a good appreciation of stochastic kinetic modelling of biological networks in the systems biology context. Keeping with the spirit of the first edition, all of the new theory is presented in a very informal and intuitive manner, keeping the text as accessible as possible to the widest possible readership"--Provided by publisher. 
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650 2 |a Stochastic Processes 
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650 6 |a Biologie systémique. 
650 6 |a Modèles biologiques. 
650 6 |a Processus stochastiques. 
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650 7 |a Biological models  |2 fast  |0 (OCoLC)fst00832276 
650 7 |a Biological systems  |x Mathematical models.  |2 fast  |0 (OCoLC)fst00832340 
650 7 |a Systems biology.  |2 fast  |0 (OCoLC)fst01745552 
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