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robust with respect to these errors.We apply the robust counterpart theory of Ben-Tal and Nemirovsky to the most frequently …
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Many robust statistical procedures have two drawbacks. Firstly, they are computer-intensive such that they can hardly be used for massive data sets. Secondly, robust confidence intervals for the estimated parameters or robust predictions according to the fitted models are often unknown. Here, we...
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