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The Added Variable Plot for a Time Series of Counts
Authors:JL Hay  & AN Pettitt
Institution:Queensland University of Technology
Abstract:The issue of modelling non-Gaussian time series data is one that has been examined by several authors in recent years. Zeger (1988) introduced a parameter-driven model for a time series of counts as well as a more general observation-driven model for non-Gaussian data (Zeger & Qaqish, 1988). This paper examines the application of the added variable plot to these two models. This plot is useful for determining the strength of relationships and the detection of influential or outlying observations.
Keywords:Added variable plots  count data  observation-driven models  parameter-driven models  
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