Handbook of Statistical Systems Biology

Handbook of Statistical Systems Biology

eBook - 2011
Rate this:
Systems Biology is now entering a mature phase in which the keyissues are characterising uncertainty and stochastic effects inmathematical models of biological systems. The area is movingtowards a full statistical analysis and probabilistic reasoningover the inferences that can be made from mathematical models. Thishandbook presents a comprehensive guide to the discipline forpractitioners and educators, in providing a full and detailedtreatment of these important and emerging subjects. Leading expertsin systems biology and statistics have come together to provideinsight in to the major ideas in the field, and in particularmethods of specifying and fitting models, and estimating theunknown parameters.

This book:

Provides a comprehensive account of inference techniques insystems biology. Introduces classical and Bayesian statistical methods forcomplex systems. Explores networks and graphical modeling as well as a widerange 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 engineeringapproaches. Provides colour illustrations to explain key concepts.

This handbook will be a key resource for researchers practisingsystems biology, and those requiring a comprehensive overview ofthis important field.

Publisher: Chichester, West Sussex ; Hoboken, N.J. : John Wiley & Sons, 2011.
ISBN: 9781119952046
9781119970613
9780470710869
9781119970606
9781119952053
Characteristics: 1 online resource (xxi, 508 pages) : illustrations (some color)

Opinion

From the critics


Community Activity

Comment

Add a Comment

There are no comments for this title yet.

Age

Add Age Suitability

There are no ages for this title yet.

Summary

Add a Summary

There are no summaries for this title yet.

Notices

Add Notices

There are no notices for this title yet.

Quotes

Add a Quote

There are no quotes for this title yet.

Explore Further

Subject Headings

  Loading...

Find it at KCLibrary

  Loading...
[]
[]
To Top