Bayesian Data Analysis in Ecology Using Linear Models with R Bugs and Stan

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Download or read online Bayesian Data Analysis in Ecology Using Linear Models with R Bugs and Stan PDF book by Franzi Korner-Nievergelt in ePUB, PDF or Kindle eBooks. Published by Academic Press in 09 April 2015 the book become immediate popular and critical acclaim in Mathematics books with total hardcover page 328. Click Download Book button to get book file. Read some info about this book below.

  • Author : Franzi Korner-Nievergelt
  • Publisher : Academic Press
  • Release : 09 April 2015
  • ISBN : 0128013702
  • Page : 328 pages
  • Language : English
  • Total View : 2012 Views
  • File Size : 45,7 Mb

Bayesian Data Analysis in Ecology Using Linear Models with R Bugs and Stan Book PDF summary

Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN examines the Bayesian and frequentist methods of conducting data analyses. The book provides the theoretical 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. Introduces Bayesian data analysis, allowing users to obtain uncertainty measurements easily for any derived parameter of interest Written in a step-by-step approach that allows for eased understanding by non-statisticians Includes a companion website containing R-code to help users conduct Bayesian data analyses on their own data All example data as well as additional functions are provided in the R-package blmeco

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Bayesian Data Analysis in Ecology Using Linear Models with R, Bugs, and Stan

Bayesian Data Analysis in Ecology Using Linear Models with R, Bugs, and Stan
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DOWNLOAD BOOKBayesian Data Analysis in Ecology Using Linear Models with R, Bugs, and Stan

Bayesian Data Analysis in Ecology Using Linear Models with R, Bugs, and Stan PDF book is popular Mathematics book written by Franzi Korner-Nievergelt,Stefanie Von Felten,Tobias Roth,Jrme Gulat,Bettina Almasi,Pius Korner-Nievergelt. The book was released by Academic Press in 09 April 2015 with total hardcover pages 328. Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN examines the Bayesian and frequentist methods of conducting data analyses. The book provides the theoretical background in

Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan

Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan
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DOWNLOAD BOOKBayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan

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