Tuesday, January 1, 2013

Handbook of Statistical Systems Biology

Handbook of Statistical Systems Biology - 1001 Ebook - Free Ebook Download
Handbook of Statistical Systems Biology

Book Detail

Author/Editor(s): Michael Stumpf, David J. Balding, Mark Girolami
Publication Date: October 17, 2011
ISBN-10: 0470710861
ISBN-13: 978-0470710869
Language: English
Edition: 1
Publisher: Wiley
Size: 10.8 MB
Format: pdf

Book Description

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.

Handbook of Statistical Systems Biology 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 major ideas in the field, and in particular methods of specifying and fitting models, and estimating the unknown parameters.

This book:
  • Provides a comprehensive account of inference techniques in systems biology.
  • Introduces classical and Bayesian statistical methods for complex systems.
  • Explores networks and graphical modeling as well as a wide range of statistical models for dynamical systems.
  • Discusses various applications for statistical systems biology, such as gene regulation and signal transduction.
  • Features statistical data analysis on numerous technologies, including metabolic and transcriptomic technologies.
  • Presents an in-depth presentation of reverse engineering approaches.
  • Provides colour illustrations to explain key concepts.

This handbook will be a key resource for researchers practising systems biology, and those requiring a comprehensive overview of this important field.

Reviews

I would highly recommend this book as a useful guide for the students and practitioners of systems biology.

--Science Progress, 1 September 2012

This handbook will be a key resource for researchers practising systems biology, and those requiring a comprehensive overview of this important field.

--Zentralblatt MATH, 2012
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Handbook of Statistical Systems Biology - Free Ebook Download
Handbook of Statistical Systems Biology - Free Ebook Download
Handbook of Statistical Systems Biology - Free Ebook Download
Handbook of Statistical Systems Biology - Free Ebook Download

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