Inverse Problems in Biology: minicourses
May 10-13, 2011 |
Daniela Calvetti
Case Western Reserve University |
Erkki Somersalo
Case Western Reserve University |
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Metabolic models: basic principles
Metabolic models: stochastic extensions
Propagation of uncertainties
Exploring steady states
From steady states to dynamic models
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Interpretation of probability: subjective vs frequentist
Histograms and distributions: from sujcetive probability to frequentist models
Sampling algorithms:
- Gibbs
- Metropolis Hastings
- Particle filters
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