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A proof of the ineffectiveness of likelihood inference on singular measures
Authors:Mauro Piccioni
Institution:Istituto di Matematica, Informatica e Sistemistica dell''Università di Udine, Via Mantica 3, 33100 Udine, Italy
Abstract:This paper is devoted to showing that likelihood inference on a statistical model which consists of mutually singular probability measures may be ineffective when the supports of those measures intersect. The problem is examined in an abstract metric setting appropriate for statistical inference about stochastic procesess. An important example is discussed: the estimation of the (constant) diffusion term of a stochastic differential equation.
Keywords:likelihood ratio  singular measures
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