Bayesian Scientific Computing
Bayesian Scientific Computing
Somersalo, Erkki; Calvetti, Daniela
Springer International Publishing AG
03/2024
286
Mole
Inglês
9783031238260
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
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.-
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.