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 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

Academic Press

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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 Read Online Download

Author by : Franzi Korner-Nievergelt
Languange Used : en
Release Date : 2015-04-04
Publisher by : Academic Press






Bayesian Methods For Ecology


Bayesian Methods For Ecology Read Online Download

Author by : Michael A. McCarthy
Languange Used : en
Release Date : 2007-05-10
Publisher by : Cambridge University Press






Introduction To Hierarchical Bayesian Modeling For Ecological Data


Introduction To Hierarchical Bayesian Modeling For Ecological Data Read Online Download

Author by : Eric Parent
Languange Used : en
Release Date : 2012-08-21
Publisher by : CRC Press






Introduction To Winbugs For Ecologists


Introduction To Winbugs For Ecologists Read Online Download

Author by : Marc Kery
Languange Used : en
Release Date : 2010-07-19
Publisher by : Academic Press






Statistical Rethinking


Statistical Rethinking Read Online Download

Author by : Richard McElreath
Languange Used : en
Release Date : 2018-01-03
Publisher by : CRC Press






Bayesian Models


Bayesian Models Read Online Download

Author by : N. Thompson Hobbs
Languange Used : en
Release Date : 2015-08-04
Publisher by : Princeton University Press






Statistical Ecology


Statistical Ecology Read Online Download

Author by : Linda J. Young
Languange Used : en
Release Date : 2013-04-17
Publisher by : Springer Science & Business Media






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