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Modeling Baseline Shifts in Multivariate Disease Outbreak Detection

OBJECTIVE: Outbreak detection algorithms monitoring only disease-relevant data streams may be prone to false alarms due to baseline shifts. In this paper, we propose a Multinomial-Generalized-Dirichlet (MGD) model to adjust for baseline shifts. INTRODUCTION: Population surges or large events may cau...

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Detalles Bibliográficos
Autores principales: Que, Jialan, Tsui, Fu-Chiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: University of Illinois at Chicago Library 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3692939/