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arxiv: math/0702781 · v1 · submitted 2007-02-26 · 🧮 math.ST · stat.ME· stat.TH

The distribution of model averaging estimators and an impossibility result regarding its estimation

classification 🧮 math.ST stat.MEstat.TH
keywords modelaveragingdistributionestimationestimatorfinite-sampleimpossibilityregarding
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The finite-sample as well as the asymptotic distribution of Leung and Barron's (2006) model averaging estimator are derived in the context of a linear regression model. An impossibility result regarding the estimation of the finite-sample distribution of the model averaging estimator is obtained.

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