A Weighted Model Confidence Set: Applications to Local and Mixture Model Confidence Sets

2017/01/19 by Najafabadi, Amir T. Payandeh, Barmalzan, Ghobad, Aghaei, Shahla
#Applications (stat.AP) #FOS: Computer and information sciences

paper · doi:10.48550/arxiv.1701.05455

Abstract

This article provides a weighted model confidence set, whenever underling model has been misspecified and some part of support of random variable X conveys some important information about underling true model. Application of such weighted model confidence set for local and mixture model confidence sets have been given. Two simulation studies have been conducted to show practical application of our findings.

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• Model Selection Confidence Sets by Likelihood Ratio Testing