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Bayesian data analysis in ecology us...

Korner-Nievergelt, Franzi.

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Bayesian data analysis in ecology using linear models withR, Bugs, and Stan

Record Type:	Electronic resources : Monograph/item
Title/Author:	Bayesian data analysis in ecology using linear models withR, Bugs, and Stan/ Franzi Korner-Nievergelt ... [et al.]
other author:	Korner-Nievergelt, Franzi.
Published:	Amsterdam ;Academic Press, : 2015.,
Description:	1 online resource (xii, 316 p.) :ill.
Subject:	Ecology - Research -
Online resource:	http://www.sciencedirect.com/science/book/9780128013700click for full text
ISBN:	9780128013700 (electronic bk.)

Bayesian data analysis in ecology using linear models withR, Bugs, and Stan
Bayesian data analysis in ecology using linear models withR, Bugs, and Stan[electronic resource] /Franzi Korner-Nievergelt ... [et al.] - Amsterdam ;Academic Press,2015. - 1 online resource (xii, 316 p.) :ill.

Includes bibliographical references (p. 297-307) and index.

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.

ISBN: 9780128013700 (electronic bk.)

LCCN: 2014957273Subjects--Topical Terms:

812063
Ecology
--Research

LC Class. No.: QH541.15.S72 / K67 2015

Dewey Class. No.: 577.01519542

Bayesian data analysis in ecology using linear models withR, Bugs, and Stan
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020 $a 9780128013700 (electronic bk.)
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050 4 $a QH541.15.S72 $b K67 2015
082 0 4 $a 577.01519542 $2 23
245 0 0 $a Bayesian data analysis in ecology using linear models withR, Bugs, and Stan $h [electronic resource] / $c Franzi Korner-Nievergelt ... [et al.]
260 $a Amsterdam ; $a Boston : $b Academic Press, $c 2015.
300 $a 1 online resource (xii, 316 p.) : $b ill.
504 $a Includes bibliographical references (p. 297-307) and index.
520 $a 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.
650 0 $a Ecology $x Research $x Statistical methods. $3 812063
650 0 $a Bayesian statistical decision theory. $3 551404
650 0 $a Linear models (Statistics) $3 533190
650 0 $a R (Computer program language) $3 784593
650 2 $a Bayes Theorem. $3 709996
650 2 $a Linear Models. $3 820716
700 1 $a Korner-Nievergelt, Franzi. $3 2198220
856 4 0 $u http://www.sciencedirect.com/science/book/9780128013700 $z click for full text