Non‐differentiable transformations preserving stochastic dominance

Non‐differentiable transformations preserving stochastic dominance

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Article ID: iaor20135383
Volume: 64
Issue: 9
Start Page Number: 1441
End Page Number: 1446
Publication Date: Sep 2013
Journal: Journal of the Operational Research Society
Authors: , ,
Keywords: stochastic dominance
Abstract:

In this paper, we solve the following problem: when does a stochastic improvement in one risk maintain itself under a non everywhere continuously differentiable transformation of this risk? Using the notion of divided differences, we show that stochastic dominance at the third (and higher) order, and sometimes at the second one, is not preserved after simple piecewise linear transformation of the initial risk. Our analysis complements the one that exists for everywhere continuously differentiable transformations.

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