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Generalization of likelihood ratio tests under nonstandard conditions

Generalization of likelihood ratio tests under nonstandard conditions

In this paper, we analyze the statistic which is the difference in the values of an estimating function evaluated at its local maxima on two different subsets of the parameter space, assuming that the true parameter is in each subset, but possibly on the boundary. Our results extend known methods …