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Proximal statistic: Asymptotic normality

David Pacini

Statistics & Probability Letters, 2020, vol. 167, issue C

Abstract: This note introduces an asymptotically normal statistic for the value function of a convex stochastic minimization program, which may have more than one minimizer. The statistic uses a recursive estimator, based on the proximal algorithm, of one of the minimizers.

Keywords: Set identification; Proximal algorithm (search for similar items in EconPapers)
Date: 2020
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DOI: 10.1016/j.spl.2020.108896

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