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Maximum-likelihood estimation under bound restriction and order and uniform bound restrictions

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Abstract

This paper studies the maximization of a function over a closed convex set and applies the result to bound restricted, order and uniform bound restricted MLE problems. The dominance of restricted MLE over some other estimators is also discussed.

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