Asymptotic analysis of stochastic programs

Asymptotic analysis of stochastic programs

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Article ID: iaor19912121
Country: Switzerland
Volume: 30
Start Page Number: 169
End Page Number: 186
Publication Date: Mar 1991
Journal: Annals of Operations Research
Authors:
Abstract:

The paper discusses a general approach to studying asymptotic properties of statistical estimators in stochastic programming. The approach is based on an extended delta method and appears to be particularly suitable for deriving asymptotics of the optimal value of stochastic programs. Asymptotic analysis of the optimal value will be presented in detail. Asymptotic properties of the corresponding optimal solutions are briefly discussed.

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