Stochastic approaches for systems biology
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 react...
Tallennettuna:
| Päätekijät: | , |
|---|---|
| Aineistotyyppi: | Livre numérique |
| Kieli: | Anglais |
| Julkaistu: |
New York, NY :
Springer New York
2011.
Cham : Springer Nature |
| Aiheet: | |
| Linkit: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Huomautus: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Stochastic approaches for systems biology, Mukhtar Ullah, Olaf Wolkenhauer, New York, NY, Springer, 2011, 1 vol. (XXXII-290 p.), 978-1-461-40477-4 • Stochastic Approaches for Systems Biology, Texte imprimé, 9781461404798 • Stochastic Approaches for Systems Biology, Texte imprimé, 9781489994912 |
Sisällysluettelo:
- Preface.- Acknowledgements
- Acronyms, notation
- Matlab functions, revisited examples
- Introduction
- Biochemical reaction networks
- Randomness
- Probability and random variables
- Stochastic modeling of biochemical networks
- The 2MA approach
- The 2MA cell cycle model
- Hybrid Markov processes
- Wet-lab experiments and noise
- Glossary.