model; habitat

The purpose of the analysis was to identify the most important abiotic habitat characteristics related to red tree coral presence and to determine if these characteristics could be used for the prediction of red tree corals in other areas. The purpose of the study, however, was of a broader scope: to demonstrate how hierarchical Bayesian logistic mixed-effects models can appropriately be applied to spatially autocorrelated observations on transects in fisheries and marine ecology studies.