Estimating population growth rate from capture-recapture data in presence of capture heterogeneity

Roger Pradel, Rémi Choquet, Mauricio A. Lima, Joseph Merritt, Laurent Crespin

Research output: Contribution to journalArticlepeer-review

Abstract

The direct estimation and modeling of population growth rate from capture-recapture data has now seen a number of applications. However, the original model cannot accommodate heterogeneous capture probabilities. While studying a population of small mammals Peromyscus maniculatus, we became concerned that the peak of population size may be estimated too late in the year because of heterogeneous catchability. Hence, we developed a variation of the original model with a finite number of catchability classes. The results obtained with the new model are more in agreement with the known biology of this population. A bibliographic appendix and computer code are available online.

Original languageEnglish (US)
Pages (from-to)248-258
Number of pages11
JournalJournal of Agricultural, Biological, and Environmental Statistics
Volume15
Issue number2
DOIs
StatePublished - Jun 2010
Externally publishedYes

Keywords

  • Coefficient of proportionality
  • Losses on capture
  • Maximum likelihood
  • Mixture models
  • Multinomial models
  • Peromyscus maniculatus

ASJC Scopus subject areas

  • Statistics and Probability
  • General Environmental Science
  • Agricultural and Biological Sciences (miscellaneous)
  • General Agricultural and Biological Sciences
  • Statistics, Probability and Uncertainty
  • Applied Mathematics

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