Stumpf, Michael
Handbook of Statistical Systems Biology
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.
Avainsanat: Statistical Genetics / Microarray Analysis, Bayesian methodology, Bayesian methodology systems biology, Dynamical systems biology, Statistical models, 3D visualisations biology, proteomic technologies statistics, pharmacodynamics statistics
- Tekijä(t)
- Stumpf, Michael
- Balding, David J.
- Girolami, Mark
- Julkaisija
- John Wiley and Sons, Inc.
- Julkaisuvuosi
- 2011
- Kieli
- en
- Painos
- 1
- Sivumäärä
- 536 sivua
- Kategoria
- Eksaktit luonnontieteet
- Tiedostomuoto
- E-kirja
- eISBN (ePUB)
- 9781119952046
- Painetun ISBN
- 9780470710869