Algebraic Statistics techniques are used to define a new class of probability models which encode the notion of category distinguishability and refine the existing approaches. We study such models both from a geometric and statistical point of view. In particular, we provide an effective characterisation of the sufficient statistic.
Algebraic modelling of category distinguishability
RAPALLO, Fabio
2009-01-01
Abstract
Algebraic Statistics techniques are used to define a new class of probability models which encode the notion of category distinguishability and refine the existing approaches. We study such models both from a geometric and statistical point of view. In particular, we provide an effective characterisation of the sufficient statistic.
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