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商品詳細
Introduction to Bayesian Methods in Ecology and Natural Resources. 2020 ed.
・ISBN 978-3-030-60752-4 paper EUR 59.99
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| 著者・編者 | Green, Edwin J. / Finley, Andrew O. / Strawderman, William E., |
|---|---|
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2021 |
| ページ数 | 183 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-92459＞ |
解説
This book presents modern Bayesian analysis in a format that is accessible to researchers in the fields of ecology, wildlife biology, and natural resource management. Bayesian analysis has undergone a remarkable transformation since the early 1990s. Widespread adoption of Markov chain Monte Carlo techniques has made the Bayesian paradigm the viable alternative to classical statistical procedures for scientific inference. The Bayesian approach has a number of desirable qualities, three chief ones being: i) the mathematical procedure is always the same, allowing the analyst to concentrate on the scientific aspects of the problem; ii) historical information is readily used, when appropriate; and iii) hierarchical models are readily accommodated.
This monograph contains numerous worked examples and the requisite computer programs. The latter are easily modified to meet new situations. A primer on probability distributions is also included because these form the basis of Bayesian inference.
Researchers and graduate students in Ecology and Natural Resource Management will find this book a valuable reference.