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

Name: Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan
Brand: Elsevier Books
SKU: 9780128013700
Price: 25447 HUF
Availability: InStock

Szerző: Franzi Korner Nievergelt

Nyelv:

Kötés: Puha kötésű

Kiadó: Elsevier Books

Elérhetőség: Kiadói készleten rendelésre

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Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN examines the Bayesian a...

Információk a könyvről

Szerző

Franzi Korner Nievergelt

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2015

oldal

328

EAN

9780128013700

ISBN

0128013702

Enbook ID

09185301

Kiadó

Elsevier Books

Súly

526

Méretek

231 x 154 x 19

Teljes leírás

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

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