Xanthi Pendeli Seminar
AUEB STATISTICS SEMINAR SERIES JANUARY 2021
Xanthi Pendeli, Assistant Professor, Department of Statistics, Athens University
Modeling Multivariate Surveillance Data
FRIDAY 15/1/2021, 13:30 – 14:00
Google Meeting Link: meet.google.com/qnw-iniy-qai
We suggest a multivariate integer-valued autoregressive model that allows for both serial and cross correlation between the series and can easily accommodate overdispersion and covariate information. Moreover, its structure implies a natural decomposition into an endemic and an epidemic component, a common distinction in dynamic models for infectious disease counts. Detection of disease outbreaks is achieved through the comparison of surveillance data with one-step-ahead predictions obtained after fitting the suggested model to a set of clean historical data.
(Presentation slides can be found here)