Likelihood-Based Inference in Some Continuous Exponential Families With Unknown Threshold Parameters

Abstract

We study likelihood-based inference in some continuous exponential families with unknown threshold parameters. The introduction of threshold parameters necessitates modification of the standard asymptotic arguments, and some possibly unexpected limiting distributions result.