Logo - springer
Slogan - springer

Mathematics - Probability Theory and Stochastic Processes | Stochastic Approaches for Systems Biology

Stochastic Approaches for Systems Biology

Ullah, Mukhtar, Wolkenhauer, Olaf

2011, XXXII, 290 p.

Available Formats:
eBook
Information

Springer eBooks may be purchased by end-customers only and are sold without copy protection (DRM free). Instead, all eBooks include personalized watermarks. This means you can read the Springer eBooks across numerous devices such as Laptops, eReaders, and tablets.

You can pay for Springer eBooks with Visa, Mastercard, American Express or Paypal.

After the purchase you can directly download the eBook file or read it online in our Springer eBook Reader. Furthermore your eBook will be stored in your MySpringer account. So you can always re-download your eBooks.

 
$49.99

(net) price for USA

ISBN 978-1-4614-0478-1

digitally watermarked, no DRM

Included Format: PDF

download immediately after purchase


learn more about Springer eBooks

add to marked items

Hardcover
Information

Hardcover version

You can pay for Springer Books with Visa, Mastercard, American Express or Paypal.

Standard shipping is free of charge for individual customers.

 
$74.95

(net) price for USA

ISBN 978-1-4614-0477-4

free shipping for individuals worldwide

usually dispatched within 3 to 5 business days


add to marked items

Softcover
Information

Softcover (also known as softback) version.

You can pay for Springer Books with Visa, Mastercard, American Express or Paypal.

Standard shipping is free of charge for individual customers.

 
$74.95

(net) price for USA

ISBN 978-1-4899-9491-2

free shipping for individuals worldwide

usually dispatched within 3 to 5 business days


add to marked items

  • Focuses on both analytical and numerical approaches
  • Key Concepts in Stochastic Processes
  • Matlab examples provided
  • Many illustrations and examples included                    
This textbook focuses on stochastic modelling and its applications in systems biology. In addition to a review of probability theory, the authors introduce key concepts, including those of stochastic process, Markov property, and transition probability, side by side with notions of biochemical reaction networks. This leads to an intuitive presentation guided by a series of biological examples that are revisited throughout the text. The text shows how the notion of propensity, the chemical master equation and the stochastic simulation algorithm arise as consequences of the Markov property. The nontrivial relationships between various stochastic approaches are derived and illustrated. The text contains many illustrations, examples and exercises to communicate methods and analyses. Matlab code to simulate cellular systems is also provided where appropriate and the reader is encouraged to experiment with the examples and case studies provided. Senior undergraduate and graduate students in applied mathematics, the engineering and physical sciences as well as researchers working in the areas of systems biology, theoretical and computational biology will find this text useful.

Content Level » Graduate

Keywords » Systems biology - biochemical reaction networks - molecular and cell biology - randomness - stochastic processes

Related subjects » Probability Theory and Stochastic Processes - Systems Biology and Bioinformatics

Table of contents / Preface / Sample pages 

Popular Content within this publication 

 

Articles

Read this Book on Springerlink

Services for this book

New Book Alert

Get alerted on new Springer publications in the subject area of Probability Theory and Stochastic Processes.