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Generalizing Poisson Regression: Including Apriori Information Using the Method of Offsets*
Authors:Daniel C Knudsen
Institution:Indiana University
Abstract:In a recent note in The Professional Geographer, Lovett and Flowerdew (1989) introduce the analysis of count data using Poisson regression. Concern here rests with generalizing their discussion to show how a priori information may be included into models that incorporate dependent variables enumerated as counts. These models can be calibrated using the OFFSET command in GLIM. The paper concludes with a brief discussion of the applicability of the method of offsets to other problems in spatial analysis.
Keywords:Poisson regression  spatial interaction models  shift-share analysis  GLIM
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