Bayesian Population Analysis Using WinBUGS: A Hierarchical Perspective
- ISBN-10
- 0123870208
- ISBN-13
- 9780123870209
- Category
- Mathematics
- Pages
- 535
- Language
- English
- Published
- 2012
- Publisher
- Academic Press
- Authors
- Marc Kery, Michael Schaub
Description
Bayesian statistics has exploded into biology and its sub-disciplines, such as ecology, over the past decade. The free software program WinBUGS, and its open-source sister OpenBugs, is currently the only flexible and general-purpose program available with which the average ecologist can conduct standard and non-standard Bayesian statistics. Comprehensive and richly commented examples illustrate a wide range of models that are most relevant to the research of a modern population ecologist All WinBUGS/OpenBUGS analyses are completely integrated in software R Includes complete documentation of all R and WinBUGS code required to conduct analyses and shows all the necessary steps from having the data in a text file out of Excel to interpreting and processing the output from WinBUGS in R
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Other editions
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- 2011-10-11
- 554 pages
- Ebook
- Academic Press
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