Abstract: This paper proposes a general formulation to develop hierarchical probabilistic predictive models for clustered data. The common clustering factor, shared among the data within a group, causes statistical dependence that ...

Abstract: The operation of modern societies relies on the functionality of complex infrastructure such as those for potable water, electric power, and transportation. Difficulty in accessing life-supporting resources due to the loss ...