Robust Estimation of Mean Values

Details Robust Estimation of Mean Values Robust Estimation of Mean Values

2008-10-26

arxiv.org/abs/0810.4727v2

Mathematics

Statistics Theory

12 pages, 1 figure

Scientific paper

In this paper, we develop a computational approach for estimating the mean
value of a quantity in the presence of uncertainty. We demonstrate that, under
some mild assumptions, the upper and lower bounds of the mean value are
efficiently computable via a sample reuse technique, of which the computational
complexity is shown to posses a Poisson distribution.

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