Bayesian scientific computing
Calvetti, Daniela.

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  • Bayesian scientific computing
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Bayesian scientific computing/ by Daniela Calvetti, Erkki Somersalo.
    作者: Calvetti, Daniela.
    其他作者: Somersalo, Erkki.
    出版者: Cham :Springer International Publishing : : 2023.,
    面頁冊數: xvii, 286 p. :ill. (some col.), digital ;24 cm.
    內容註: 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.
    Contained By: Springer Nature eBook
    標題: Inverse problems (Differential equations) - Numerical solutions. -
    電子資源: https://doi.org/10.1007/978-3-031-23824-6
    ISBN: 9783031238246
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