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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Ullah, Mukhtar (Autor), Wolkenhauer, Olaf (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2011.
Edición:1st ed. 2011.
Temas:
Probabilities.
Bioinformatics.
Biomathematics.
Probability Theory.
Computational and Systems Biology.
Mathematical and Computational Biology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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