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Bayesian Population Analysis using WinBUGS. A hierarchical perspective

Elsevier Science and Technology, Oct 2011, Pages: 554


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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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