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- research-articleJuly 2014
Estimation for monotone sampling: competitiveness and customization
PODC '14: Proceedings of the 2014 ACM symposium on Principles of distributed computingPages 124–133https://doi.org/10.1145/2611462.2611485Random samples are lossy summaries which allow queries posed over the data to be approximated by applying an appropriate estimator to the sample. The effectiveness of sampling, however, hinges on estimator selection. The choice of estimators is ...