An Introduction to Bayesian Inference, Methods and Computation
Language: en
Pages: 177
Authors: Nick Heard
Categories: Mathematics
Type: BOOK - Published: 2021-10-17 - Publisher: Springer Nature

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These lecture notes provide a rapid, accessible introduction to Bayesian statistical methods. The course covers the fundamental philosophy and principles of Bay
Bayesian Data Analysis, Third Edition
Language: en
Pages: 677
Authors: Andrew Gelman
Categories: Mathematics
Type: BOOK - Published: 2013-11-01 - Publisher: CRC Press

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Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzin
Practical Bayesian Inference
Language: en
Pages: 306
Authors: Coryn A. L. Bailer-Jones
Categories: Mathematics
Type: BOOK - Published: 2017-04-27 - Publisher: Cambridge University Press

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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
Bayesian Analysis for the Social Sciences
Language: en
Pages: 598
Authors: Simon Jackman
Categories: Mathematics
Type: BOOK - Published: 2009-10-27 - Publisher: John Wiley & Sons

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Bayesian methods are increasingly being used in the social sciences, as the problems encountered lend themselves so naturally to the subjective qualities of Bay
Bayesian Inference
Language: en
Pages: 355
Authors: William A Link
Categories: Science
Type: BOOK - Published: 2009-08-07 - Publisher: Academic Press

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This text is written to provide a mathematically sound but accessible and engaging introduction to Bayesian inference specifically for environmental scientists,