Bayesian Model Averaging with Change Points to Assess the Impact of Vaccination and Public Health Interventions

Abstract

Our approach provides a flexible and sensitive method to detect changes in disease incidence that occur after the introduction of a vaccine or other intervention, while avoiding biases that exist in current approaches to time-trend analyses.