Format:
XII, 316 S.
,
graph. Darst.
ISBN:
0128013702
,
9780128013700
Content:
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.--
Note:
Literaturverz. S. 297 - 307
Additional Edition:
Erscheint auch als Online-Ausgabe Bayesian data analysis in ecology using linear models with R, BUGS, and Stan Amsterdam : Academic Press, an imprint of Elsevier, 2015 ISBN 9780128016787
Additional Edition:
ISBN 0128016787
Additional Edition:
ISBN 0128013702
Additional Edition:
ISBN 9780128013700
Language:
English
Subjects:
Computer Science
,
Geography
,
Biology
Keywords:
Ökologie
;
Datenanalyse
URL:
http://www.sciencedirect.com/science/book/9780128013700
