Analysis of capture-recapture models with individual covariates using data augmentation.

@article{Royle2009AnalysisOC,
  title={Analysis of capture-recapture models with individual covariates using data augmentation.},
  author={J. Andrew Royle},
  journal={Biometrics},
  year={2009},
  volume={65 1},
  pages={267-74}
}
I consider the analysis of capture-recapture models with individual covariates that influence detection probability. Bayesian analysis of the joint likelihood is carried out using a flexible data augmentation scheme that facilitates analysis by Markov chain Monte Carlo methods, and a simple and straightforward implementation in freely available software. This approach is applied to a study of meadow voles (Microtus pennsylvanicus) in which auxiliary data on a continuous covariate (body mass… CONTINUE READING
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