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E-book

Title Handbook of statistical systems biology / edited by Michael P.H. Stumpf, David J. Balding, Mark Girolami
Published Chichester, West Sussex ; Hoboken, N.J. : John Wiley & Sons, 2011

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Description 1 online resource (xxi, 508 pages) : illustrations (some color)
Contents A. Methodological chapters -- B. Technology-based chapters -- C. Networks and graphical models -- D. Dynamical systems -- E. Application areas
Summary Systems Biology is now entering a mature phase in which the key issues are characterising uncertainty and stochastic effects in mathematical models of biological systems. The area is moving towards a full statistical analysis and probabilistic reasoning over the inferences that can be made from mathematical models. This handbook presents a comprehensive guide to the discipline for practitioners and educators, in providing a full and detailed treatment of these important and emerging subjects. Leading experts in systems biology and statistics have come together to provide insight in to the majo
Bibliography Includes bibliographical references and index
Notes English
Subject Systems biology -- Statistical methods -- Handbooks, manuals, etc
Biological systems -- Mathematical models -- Handbooks, manuals, etc
Uncertainty -- Mathematical models -- Handbooks, manuals, etc
Stochastic analysis -- Mathematical models -- Handbooks, manuals, etc
NATURE -- Reference.
SCIENCE -- Life Sciences -- Biology.
SCIENCE -- Life Sciences -- General.
Biological systems -- Mathematical models
Uncertainty -- Mathematical models
Genre/Form Handbooks and manuals
Form Electronic book
Author Stumpf, M. P. H. (Michael P. H.)
Balding, D. J
Girolami, Mark, 1963-
LC no. 2011018218
ISBN 9781119970613
111997061X
0470710861
9780470710869
1119970601
9781119970606
1119952042
9781119952046
1119952050
9781119952053
1283258242
9781283258241
9786613258243
6613258245