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Mini-Course: Solution of Inverse Problems within the Bayesian Framework of Statistics (2017)

Ville Kolehmainen
University of Eastern Finland
VILLE.Kolehmainen@uef.f

The aim of the minicourse is to give an introduction to statistical (Bayesian) inversion. The topics include introduction to Bayesian model for inverse problem, construction of prior- and likelihood models, inference over the posterior density using Markov chain Monte Carlo (MCMC) -algorithm and treatment of model uncertainties using the approximation error approach.
Ville Kolehmainen
University of Eastern Finland
VILLE.Kolehmainen@uef.f

The aim of the minicourse is to give an introduction to statistical (Bayesian) inversion. The topics include introduction to Bayesian model for inverse problem, construction ...
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