Article ID Journal Published Year Pages File Type
1155248 Statistics & Probability Letters 2008 8 Pages PDF
Abstract

We discuss in this paper asymptotics of the sample average approximation (SAA) of the optimal value of a minimax stochastic programming problem. The main tool of our analysis is a specific version of the infinite dimensional delta method. As an example, we discuss asymptotics of SAA of risk averse stochastic programs involving the absolute semideviation risk measure. Finally, we briefly discuss exponential rates of convergence of the optimal value of SAA problems.

Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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