Bayesian non-linear statistical inverse problems /

Bayesian methods based on Gaussian process priors are frequently used in statistical inverse problems arising with partial differential equations (PDEs). They can be implemented by Markov chain Monte Carlo (MCMC) algorithms. The underlying statistical models are naturally high- or infinite-dimension...

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Bibliographic Details

Main Author:	Nickl, Richard, 1980- (Author)
Format:	Book
Language:	English
Published:	Berlin : EMS Press, [2023].
Series:	Zurich lectures in advanced mathematics.
Subjects:	Inverse problems (Differential equations) Probabilities. Statistics.