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Spatial Modeling of Detection and Abundance from Count Surveys of Animal Populations

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Table 2.1: Posterior means and 95% credible intervals of parameters for modeling of McGarveyCreek data for both spatial independence and spatial dependence models, along with DGG modelselection statistics for each of the fitted models.
Table 2.2: Posterior means and 95% credible intervals for percentage differences in Coho densitybetween the three cover classes.
Table 2.3: Posterior means and 95% credible intervals for abundance estimated at the eight unsur-veyed sites for spatial independence and CAR versions of Model 3.
Figure 2.1: Maps of the posterior means of the residuals φi, expected unit abundances, λi, and theirstandard deviations for McGarvey Creek.
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Count Modeling and Site Occupancy Estimation Model Selection Geostatistical Models Conditional Autoregressive Models Hierarchical Models for Multiple Count Data Bayesian MCMC Modeling and Model Selection Example: Juvenile Coho Salmon in McGarvey Creek Introduction Example: Great Smoky Mountains Bird Survey Application to Bird Survey Data

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