Chapter 1 Introduction

1.1 Study Objectives

  • Quantify the effects of contextual variables by coupling spatial and temporal structures in a Bayesian model framework.

  • The model will then used to produce out-of-sample predicted probabilities of exceeding county-specific outbreak thresholds to develop early warning information to predict the risk of emerging drug outbreak.