Bayesian Inference
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Type: BOOK - Published: 2021-10-17 - Publisher: Springer Nature
These lecture notes provide a rapid, accessible introduction to Bayesian statistical methods. The course covers the fundamental philosophy and principles of Bay
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Science is fundamentally about learning from data, and doing so in the presence of uncertainty. This volume is an introduction to the major concepts of probabil
Language: en
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Type: BOOK - Published: 2009-08-07 - Publisher: Academic Press
This text is written to provide a mathematically sound but accessible and engaging introduction to Bayesian inference specifically for environmental scientists,
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Pages: 530
Type: BOOK - Published: 1996-09-13 - Publisher: Cambridge University Press
Bayesian probability theory has emerged not only as a powerful tool for building computational theories of vision, but also as a general paradigm for studying h
Language: en
Pages: 330
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The integrated nested Laplace approximation (INLA) is a recent computational method that can fit Bayesian models in a fraction of the time required by typical M
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