Bayesian Analysis
A Practical Introduction
Seiten
2021
Wiley-Blackwell (Verlag)
978-0-470-09436-5 (ISBN)
Wiley-Blackwell (Verlag)
978-0-470-09436-5 (ISBN)
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Despite a tremendous increase in the application of Bayesian methods to industrial problems, very few books give guidance to the scientist on applying these methods. This book presents a practical overview of Bayesian analysis, at a level suitable for applied scientists.
There has been a tremendous increase in the breadth of application of Bayesian methods to problems in industry in the last twenty or so years. However, there are still very few books on the market that give guidance to the scientist, without a strong understanding of statistics, as to how these methods should be applied. This book provides a practical overview of introduction to Bayesian inference and decision theory, keeping mathematical details to a minimum, and featuring a number of practical and detailed case studies taken from medicine, biology, engineering and industry. Implementation of the methods in various software packages, including Excel, Minitab, Matlab, R, and WinBUGS is explained, as well as a substantial number of exercises ranging from basic to computer-based problems, to enable to reader to develop their understanding of the methods described.
There has been a tremendous increase in the breadth of application of Bayesian methods to problems in industry in the last twenty or so years. However, there are still very few books on the market that give guidance to the scientist, without a strong understanding of statistics, as to how these methods should be applied. This book provides a practical overview of introduction to Bayesian inference and decision theory, keeping mathematical details to a minimum, and featuring a number of practical and detailed case studies taken from medicine, biology, engineering and industry. Implementation of the methods in various software packages, including Excel, Minitab, Matlab, R, and WinBUGS is explained, as well as a substantial number of exercises ranging from basic to computer-based problems, to enable to reader to develop their understanding of the methods described.
| Erscheint lt. Verlag | 12.3.2021 |
|---|---|
| Verlagsort | Hoboken |
| Sprache | englisch |
| Maße | 152 x 229 mm |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Angewandte Mathematik |
| Mathematik / Informatik ► Mathematik ► Statistik | |
| ISBN-10 | 0-470-09436-2 / 0470094362 |
| ISBN-13 | 978-0-470-09436-5 / 9780470094365 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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