| Current Research |
The objective of my dissertation research is to develop logistic-normal and
poisson mixed effects models for estimating animal abundance in mark-resight
studies using both frequentist and Bayesian methods. The models will be
robust to a variety of sampling conditions often problematic in these studies,
including sighting heterogeneity and sampling with replacement. The ability
to incorporate covariates in modeling sighting probabilities may also lead to
improved precision of abundance estimates. I ultimately intend for the models
to combine the favorable qualities of previously available mark-resight
estimators into a generalized framework for a wide range of species and field
conditions. They will initially be applied to black-tailed prairie dog
colonies in the Pawnee National Grassland as part of the interdisciplinary
Colorado State University Plague Project (Advisor: Gary C. White, Co-sponsor:
Jennifer A. Hoeting).
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