Handbook of statistical systems biology /
Systems Biology is now entering a mature phase in which the key issues are characterising uncertainty and stochastic effects in mathematical models of biological systems. The area is moving towards a full statistical analysis and probabilistic reasoning over the inferences that can be made from math...
| Συγγραφή απο Οργανισμό/Αρχή: | |
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| Άλλοι συγγραφείς: | , , |
| Μορφή: | Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Chichester :
Wiley,
2011.
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| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Methodological Chapters. Two Challenges of Systems Biology / William S Hlavacek
- Introduction to Statistical Methods for Complex Systems / Tristan Mary-Huard, Sťphane Robin
- Bayesian Inference and Computation / Christian P Robert, Jean-Michel Marin, Judith Rousseau
- Data Integration: Towards Understanding Biological Complexity / David Gomez-Cabrero, Jesper Tegner
- Control Engineering Approaches to Reverse Engineering Biomolecular Networks / Francesco Montefusco, Carlo Cosentino, Declan G Bates
- Algebraic Statistics and Methods in Systems Biology / Carsten Wiuf
- Transcriptomic Technologies and Statistical Data Analysis / Elizabeth Purdom, Sach Mukherjee
- Statistical Data Analysis in Metabolomics / Timothy M D Ebbels, Maria De Iorio
- Imaging and Single-Cell Measurement Technologies / Yu-ichi Ozaki, Shinya Kuroda
- Technology-Based Chapters. Protein Interaction Networks and Their Statistical Analysis / Waqar Ali, Charlotte Deane, Gesine Reinert
- Networks and Graphical Models. Introduction to Graphical Modelling / Marco Scutari, Korbinian Strimmer
- Recovering Genetic Network from Continuous Data with Dynamic Bayesian Networks / Ga︠lle Lelandais, Sophie L̈bre
- Advanced Applications of Bayesian Networks in Systems Biology / Dirk Husmeier, Adriano V Werhli, Marco Grzegorczyk
- Random Graph Models and Their Application to Protein-Protein Interaction Networks / Desmond J Higham, Nata₍a Pr°ulj
- Modelling Biological Networks via Tailored Random Graphs / Anthony C C Coolen, Franca Fraternali, Alessia Annibale, Luis Fernandes, Jens Kleinjung
- Dynamical Systems. Nonlinear Dynamics: A Brief Introduction / Alessandro Moura, Celso Grebogi
- Qualitative Inference in Dynamical Systems / Fatihcan M Atay, Jurgen Jost
- Stochastic Dynamical Systems / Darren J Wilkinson
- Gaussian Process Inference for Differential Equation Models of Transcriptional Regulation / Neil Lawrence, Magnus Rattray, Antti Honkela, Michalis Titsias
- Model Identification by Utilizing Likelihood-Based Methods / Andreas Raue, Jens Timmer
- Application Areas. Inference of Signalling Pathway Models / Tina Toni, Juliane Liepe, Michael P H Stumpf
- Modelling Transcription Factor Activity / Martino Barenco, Daniel Brewer, Robin Callard, Michael Hubank
- Host-Pathogen Systems Biology / John W Pinney
- Bayesian Approaches for Mass Spectrometry-Based Metabolomics / Simon Rogers, Richard A Scheltema, Michael Barrett, Rainer Breitling
- Systems Biology of microRNAs / Doron Betel, Raya Khanin.
