MARC状态：已编 文献类型：西文图书 浏览次数：31
- 题名/责任者:
- Bringing Bayesian models to life / authors: Mevin B. Hooten, Trevor Hefley.
- 出版发行项:
- Boca Raton, FL : CRC Press, Taylor & Francis Group, 2019.
- ISBN:
- 9780429243653
- 载体形态项:
- 1 online resource (xv, 573 pages) : illustrations
- 个人责任者:
- Hooten, Mevin B., 1976- author.
- 附加个人名称:
- Hefley, Trevor, author.
- 论题主题:
- Environmental sciences-Mathematical models.
- 中图法分类号:
- O212.8
- 书目附注:
- Includes bibliographical references (pages 547-566) and index.
- 摘要附注:
- Bringing Bayesian Models to Life empowers the reader to extend, enhance, and implement statistical models for ecological and environmental data analysis. We open the black box and show the reader how to connect modern statistical models to computer algorithms. These algorithms allow the user to fit models that answer their scientific questions without needing to rely on automated Bayesian software. We show how to handcraft statistical models that are useful in ecological and environmental science including: linear and generalized linear models, spatial and time series models, occupancy and capture-recapture models, animal movement models, spatio-temporal models, and integrated population-models.
- 随书光盘:
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