Coverart for item
The Resource Stochastic modelling for systems biology, Darren J. Wilkinson

Stochastic modelling for systems biology, Darren J. Wilkinson

Label
Stochastic modelling for systems biology
Title
Stochastic modelling for systems biology
Statement of responsibility
Darren J. Wilkinson
Creator
Author
Subject
Genre
Language
eng
Summary
"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
Member of
Cataloging source
YDXCP
http://library.link/vocab/creatorName
Wilkinson, Darren James
Dewey number
572.8
Illustrations
illustrations
Index
index present
LC call number
QH323.5
LC item number
.W54 2012
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
QU 26.5
Series statement
Chapman & Hall/CRC mathematical and computational biology series
http://library.link/vocab/subjectName
  • Biological systems
  • Systems biology
  • Systems Biology
  • Kinetics
  • Models, Biological
  • Models, Statistical
  • Stochastic Processes
  • SCIENCE
  • Biological systems
  • Systems biology
Label
Stochastic modelling for systems biology, Darren J. Wilkinson
Instantiates
Publication
Copyright
Note
"A Chapman & Hall Book."
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Control code
767953015
Dimensions
unknown
Edition
Second edition.
Extent
1 online resource (xxvii, 330 pages)
Form of item
online
Isbn
9781439837764
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)767953015
Label
Stochastic modelling for systems biology, Darren J. Wilkinson
Publication
Copyright
Note
"A Chapman & Hall Book."
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Control code
767953015
Dimensions
unknown
Edition
Second edition.
Extent
1 online resource (xxvii, 330 pages)
Form of item
online
Isbn
9781439837764
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)767953015

Library Locations

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      38.946102 -92.330125
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