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Bayesian data analysis in ecology us...
Korner-Nievergelt, Franzi.

 

  • Bayesian data analysis in ecology using linear models withR, Bugs, and Stan
  • 紀錄類型: 書目-語言資料,印刷品 : Monograph/item
    正題名/作者: Bayesian data analysis in ecology using linear models withR, Bugs, and Stan/ Franzi Korner-Nievergelt ... [et al.]
    其他作者: Korner-Nievergelt, Franzi.
    出版者: Amsterdam ;Academic Press, : 2015.,
    面頁冊數: 1 online resource (xii, 316 p.) :ill. :
    提要註: Bayesian Data Analysis in Ecology Using Linear Models withR, BUGS, and STAN examines the Bayesian and frequentist methods of conducting data analyses. The book provides thetheoretical background in an easy-to-understand approach, encouraging readers to examine the processes that generated their data. Including discussions of model selection, model checking, and multi-model inference, the book also uses effect plots that allow a natural interpretation of data. Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN introduces Bayesian software, using R for the simple modes, and flexible Bayesian software (BUGS and Stan) for the more complicated ones. Guiding the ready from easy toward more complex (real) data analyses ina step-by-step manner, the book presents problems and solutions-including all R codes-that are most often applicable to other data and questions, making it an invaluable resource for analyzing a variety of data types.
    標題: Ecology - Research -
    電子資源: click for full text
    ISBN: 9780128013700 (electronic bk.)
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