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Document Details :

Title: Premium Rating by Geographic Area Using Spatial Models
Author(s): BOSKOV, M. , VERRALL, R.J.
Journal: ASTIN Bulletin
Volume: 24    Issue: 1   Date: May 1994   
Pages: 131-143
DOI: 10.2143/AST.24.1.2005085

Abstract :
This paper gives a method for premium rating by postcode area The method is based on spatial models in a Bayesian framework and uses the Gibbs sampler for esmnation. A summary of the theory of Bayesian spatial methods is given and the data which was analysed by TAYLOR (1989) is reanalysed An indication is given of the wide range of models within this class which would be suitable for insurance data. The aim of the paper Is to introduce the models and to show how they can be utihsed m an insurance setting.