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Further Research about the Comprehensive Utilization of Benford’s Law and Other Methods to Evaluate the Statistical Data QualityChinese Full Text

Liu Yunxia & Zeng Wuyi

Abstract:Benford’s law is an important method which is widely used in data quality detection.However,Benford’s law has some limitations.To solve these problems,we further discussed how to combine Benford’s law with anomaly detection and data mining.Thus,we can identify specific sample which may have data quality problem and look for the law it’s appeared.Finally,we did empirical analysis on the quality of China’s insurance industry data in 2006-2011 by the proposed method.The results showed that this method is reasonable and effective.
  • DOI:

    10.19343/j.cnki.11-1302/c.2013.08.001

  • Series:

    (H) Education & Social Sciences

  • Subject:

    Sociology and Statistics

  • Classification Code:

    C81

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