Back to Search Start Over

The Evaluation of Data Quality Based on Adjusted Benford's Law.

Authors :
Yang Guijun
Meng Jie
Wang Xin
Source :
Conference Proceedings of the G20 Youth Forum 2015. 2015, p14-20. 7p.
Publication Year :
2015

Abstract

Benford's Law is one of the widely used methods for assessing data quality that has been applied in many fields such as economy, finance and audit. However, Benford's Law also has some limitations in practical application. In this paper we propose a new method through weighted and adjusted the Benford's Law. The simulation studies show that the new method is more effective than the traditional Benford's Law in aspect of assessing the data quality. [ABSTRACT FROM AUTHOR]

Details

Language :
English
Database :
Academic Search Index
Journal :
Conference Proceedings of the G20 Youth Forum 2015
Publication Type :
Conference
Accession number :
112928758