1. Understanding the influence of natural factors and anthropogenic impacts on populations of wild ungulates is of fundamental importance to their management. However, the spatial and observation processes involved in field studies often obscure our understanding of the underlying ecological process, which is the real determinant of the distribution and abundance of ungulates. Modern hierarchical modeling approaches enable rigorous assessment of the influences of ecological, spatial and observation processes. In this chapter, using the models developed in Chap.