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The asymptotic distribution of the likelihood ratio when the model is incorrect
Authors:Robert V Foutz  RC Srivastava
Abstract:Classical results on the asymptotic distribution of the likelihood ratio statistic rely on the assumption that the model chosen to construct the test statistic be correct. The model is said to be correct if it contains the true distribution of the observations. In this paper the asymptotic distribution of the likelihood ratio statistic is derived without the condition that the model need be correct.
Keywords:Likelihood ratio  asymptotic distribution  incorrect model  AMS 1970 subject classifications: Primary 62E20  secondary 62F05
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