Applied Hierarchical Modeling in Ecology: Analysis of Distribution, Abundance and Species Richness in R and BUGS

Distribution Bioacoustics Colonization Machine learning Extinction Persistence Phenology Population Dynamics Im abundance IPM Data Fusion Generalized additive models Citizen Science Spatial Autocorrelation GLM State space model Gam Occupancy Hierarchical model SDM Species distribution model Misclassification Age-structured population model Autologistic model Asymmetric interaction CAR model Basis Functions Density surface models Directed interaction Dispersal: spatial DM model Dail-Madsen Dynamic occupancy model Detection probability False-positive GLMM Geostatistical model Hierarchical distance sampling Relative abundance Preferential sampling Hazard model Resource selection JSDM Stage-structured population model Range dynamics Science-based model Spatial Point Process Species interactions Stacked data State-assignment error Species determination