Bayesian Scientific Computing

Bayesian Scientific Computing

Calvetti, Daniela; Somersalo, Erkki

Springer International Publishing AG

03/2023

286

Dura

Inglês

9783031238239

15 a 20 dias

Descrição não disponível.
Inverse problems and subjective computing.- Linear algebra.- Continuous and discrete multivariate distributions.- Introduction to sampling.- The praise of ignorance: randomness as lack of certainty.- Enter subject: Construction of priors.- Posterior densities, ill-conditioning, and classical regularization.- Conditional Gaussian densities.- Iterative linear solvers and priorconditioners.- Hierarchical models and Bayesian sparsity.- Sampling: the real thing.- Dynamic methods and learning from the past.- Bayesian filtering and Gaussian densities.-
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Bayesian Scientific Computing;Inverse Problems;statistical inference;probability distribution;numerical methods;numerical analysis