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- W4294375416 abstract "We introduce the notion of statistical distortion as an essential metric for measuring the effectiveness of data cleaning strategies. We use this metric to propose a widely applicable yet scalable experimental framework for evaluating data cleaning strategies along three dimensions: glitch improvement, statistical distortion and cost-related criteria. Existing metrics focus on glitch improvement and cost, but not on the statistical impact of data cleaning strategies. We illustrate our framework on real world data, with a comprehensive suite of experiments and analyses." @default.
- W4294375416 created "2022-09-03" @default.
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- W4294375416 date "2012-08-09" @default.
- W4294375416 modified "2023-10-01" @default.
- W4294375416 title "Statistical Distortion: Consequences of Data Cleaning" @default.
- W4294375416 doi "https://doi.org/10.48550/arxiv.1208.1932" @default.
- W4294375416 hasPublicationYear "2012" @default.
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