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Algebraic Methods for Polynomial Statistical Models
Authors:Dinwoodie  I. H.
Abstract:We describe applications of computational algebra to statistical problems of parameter identifiability, sufficiency, and estimation. The methods work for a family of statistical models that includes Poisson and binomial examples in network tomography.
Keywords:EM-algorithm  Grö  bner basis  identifiability  maximum likelihood  network tomography  sufficient statistic
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