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By Franzi Korner-Nievergelt,Tobias Roth,Stefanie von Felten,Jérôme Guélat,Bettina Almasi,Pius Korner-Nievergelt

Bayesian facts research in Ecology utilizing Linear Models with R, insects, and STAN examines the Bayesian and frequentist equipment of carrying out info analyses. The ebook offers the theoretical heritage in an easy-to-understand process, encouraging readers to check the methods that generated their info. together with discussions of version choice, version checking, and multi-model inference, the ebook additionally makes use of influence plots that let a common interpretation of information. Bayesian facts research in Ecology utilizing Linear Models with R, insects, and STAN introduces Bayesian software program, utilizing R for the straightforward modes, and versatile Bayesian software program (BUGS and Stan) for the extra complex ones. Guiding the prepared from effortless towards extra complicated (real) facts analyses ina step by step demeanour, the booklet provides difficulties and solutions—including all R codes—that are in general appropriate to different info and questions, making it a useful source for reading quite a few facts types.

  • Introduces Bayesian info research, permitting clients to procure uncertainty measurements simply for any derived parameter of interest
  • Written in a step by step procedure that enables for eased realizing through non-statisticians
  • Includes a better half site containing R-code to aid clients behavior Bayesian info analyses all alone data
  • All instance facts in addition to extra services are supplied within the R-package blmeco

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Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan by Franzi Korner-Nievergelt,Tobias Roth,Stefanie von Felten,Jérôme Guélat,Bettina Almasi,Pius Korner-Nievergelt


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