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Liu, YX and Zeng, WY (2013)

Further Research about the Comprehensive Utilization of Benfordís Law and Other Methods to Evaluate the Statistical Data Quality

Statistical Research 8, pp. 3-9.

ISSN/ISBN: Not available at this time. DOI: Not available at this time.

Note - this is a foreign language paper: CHI



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


Bibtex:
@article {, AUTHOR = { Liu. Yunxia and Zeng, Wuyi}, TITLE = {Further Research about the Comprehensive Utilization of Benfordís Law and Other Methods to Evaluate the Statistical Data Quality}, JOURNAL = {Statistical Research}, YEAR = {2013}, VOLUME = {8}, NUMBER = {}, PAGES = {3--9}, DOI = {}, URL = {http://oversea.cnki.net/kcms/detail/detail.aspx?dbCode=cjfd&QueryID=20&CurRec=1&filename=TJYJ201308000&dbname=CJFD2013}, }


Reference Type: Journal Article

Subject Area(s): Statistics