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Πλοήγηση ανά Συγγραφέα "Zioga, Dimitra"

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  • Μικρογραφία εικόνας
    Τεκμήριο
    Influenza rates among different age groups in the federal states of Germany - a statistical analysis
    (2018) Zioga, Dimitra; Ζιώγα, Δήμητρα; Athens University of Economics and Business, Department of Statistics; Demiris, Nikolaos
    This thesis follows the influenza surveillance data and analysis of the German federation from 2001-2015 for understanding the patterns exhibited in each German federal state. The statistical analysis defines patterns per age group as it was expected, as well as per state. This surveillance platform follows influenza pandemic events during these years and this affect seasonal epidemic statistics. The analysis is 2-fold (exploratory analysis and model-based inference) employing conventional statistics as well as Zero Inflated Model (ZIP) and Autoregressive Conditional Poisson (ACP) models. Many of the theories related with the transmissibility between human and avian species, observation of upward trends after a pandemic and the age group specific characteristics that may be related with incomplete vaccination appear throughout this analysis. In conclusion, this valuable methodology can correlate demographic and population elements, with the actual biology of the infection and provide a roadmap for influenza surveillance and prevention.