Matechou, Eleni, Nicholls, Geoff K., Morgan, Byron J. T., Collazo, Jaime A., Lyons, James E. (2016) Bayesian analysis of Jolly-Seber type models; Incorporating heterogeneity in arrival and departure. Environmental and Ecological Statistics, . pp. 1-17. ISSN 1352-8505. (doi:10.1007/s10651-016-0352-0) (KAR id:56762)
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| Official URL http://doi.org/10.1007/s10651-016-0352-0 |
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Abstract
We propose the use of finite mixtures of continuous distributions in modelling
wildlife population. We demonstrate this approach using a data set of migrating semipalmated
to allow for individuals to have different behaviour in terms of their stopover duration
posterior distributions for the model parameters and the models, simultaneously. The
between models with different numbers of behavioural groups. The approach is shown
but is generally applicable to any population in which animals arrive in groups
and potentially exhibit heterogeneity in terms of one or more other processes.
| Item Type: | Article |
|---|---|
| DOI/Identification number: | 10.1007/s10651-016-0352-0 |
| Uncontrolled keywords: | Capture-recapture-resight data sets · Integrated modelling · Mixture models · Reversible jump · Semipalmated sandpipers · Stopover data · SEAK |
| Subjects: | Q Science > QA Mathematics (inc Computing science) > QA276 Mathematical statistics |
| Divisions: | Faculties > Sciences > School of Mathematics Statistics and Actuarial Science > Statistics |
| Depositing User: | Eleni Matechou |
| Date Deposited: | 08 Aug 2016 09:03 UTC |
| Last Modified: | 31 Oct 2019 12:47 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/56762 (The current URI for this page, for reference purposes) |
| Matechou, Eleni: |  https://orcid.org/0000-0003-3626-844X |
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