Bayesian population analysis using WinBUGS : a hierarchical perspective

[by] Marc Kéry and Michael Schaub ; foreword by Steven R. Beissinger

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. It 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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書名 Bayesian population analysis using WinBUGS : a hierarchical perspective
著作者等 Kéry, Marc
Beissinger Steven R.
Kery Marc
Schaub Michael
出版元 Academic Press
刊行年月 2012
ページ数 xvii, 535 p.
大きさ 23 cm
ISBN 9780123870209
NCID BB07892059
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言語 英語
出版国 オランダ