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ANALYSIS OF COUNT DATA USING POISSON REGRESSION*
Authors:Andrew Lovett  Robin Flowerdew
Abstract:In geographical research the data of interest are often in the form of counts. Standard regression analysis is inappropriate for such data, but if certain assumptions are met, a form of regression based on the Poisson distribution can be used. This paper illustrates the use of Poisson regression in the computer package GLIM with an example from historical geography. Apprentice migration to Edinburgh is regressed on a combination of categorical, count, and continuous explanatory variables.
Keywords:Poisson regression  count data  migration  GLIM  Edinburgh
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