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Model selection under order restriction

By Lincheng Zhao and Limin Peng


In this paper, a general information criterion is developed for detecting the multiplicity of the largest parameter as well as the configuration of true parameters with simple order restriction. The strong consistency of the relevant detection procedures are established, and a brief comparison of several criteria is also conducted through simulation studies.Model selection Akaike's information criterion Consistency Changepoint

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