Inverse Problems in Biology: minicourses
May 10-13, 2011

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Daniela Calvetti

Case Western Reserve University

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Erkki Somersalo

Case Western Reserve University



Metabolic models: basic principles

Metabolic models: stochastic extensions

Propagation of uncertainties

Exploring steady states

From steady states to dynamic models



Interpretation of probability: subjective vs frequentist

Histograms and distributions: from sujcetive probability to frequentist models

Sampling algorithms:
  • Gibbs
  • Metropolis Hastings
  • Particle filters