Bayesian Population Analysis using WinBUGS: A Hierarchical Perspective
Product Description
Bayesian Population Analysis using WinBUGS: A Hierarchical Perspective
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
Technical Specifications
You might also like
Applied Hierarchical Modeling in Ecology: Analysis of distribution, abundance and species richness in R and BUGS: Volume 1:Prelude and Static Models
Introduction to WinBUGS for Ecologists: Bayesian Approach to Regression, ANOVA, Mixed Models and Related Analyses
Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Ecological Models and Data in R
Animal Movement: Statistical Models for Telemetry Data