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Detecting money laundering using filtering techniques: a multiple-criteria index

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  • Shenggang Yang
  • Lai Wei

Abstract

Money laundering is a dynamic activity attempting to circumvent anti-money laundering (AML) actions. We propose a money-laundering detection approach encompassing three separate detection measures applied simultaneously, providing a consolidated index to minimize circumvention. The index incorporates three detection measures: (1) deviations in trading volume and frequency; (2) unusual payments to or receipts from an atypical trade partner; and (3) Benford's Law, based on the number of times a specific digit occurs in a particular position in numbers to detect financial fraud. Finally, we design a numerical test that any reasonable detection approach should satisfy. Our results successfully discover possible fraud planted in the simulated data.

Suggested Citation

  • Shenggang Yang & Lai Wei, 2010. "Detecting money laundering using filtering techniques: a multiple-criteria index," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 13(2), pages 159-178.
  • Handle: RePEc:taf:jpolrf:v:13:y:2010:i:2:p:159-178 DOI: 10.1080/17487871003700796
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    References listed on IDEAS

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    1. C.K. Folkertsma & C. van Renselaar & A.C.J. Stokman, 2002. "Smooth Euro Changeover, Higher Prices? Results of a Survey Among Dutch Retailers," WO Research Memoranda (discontinued) 682, Netherlands Central Bank, Research Department.
    2. Bart Hobijn & Federico Ravenna & Andrea Tambalotti, 2006. "Menu Costs at Work: Restaurant Prices and the Introduction of the Euro," The Quarterly Journal of Economics, Oxford University Press, pages 1103-1131.
    3. Eugenio Gaiotti & Francesco Lippi, 2005. "Pricing behavior and the introduction of the euro: evidence from a panel of restaurants," Macroeconomics 0501029, EconWPA, revised 15 Feb 2005.
    4. Wioletta Dziuda & Giovanni Mastrobuoni, 2009. "The Euro Changeover and Its Effects on Price Transparency and Inflation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(1), pages 101-129, February.
    5. Giancarlo Marini & Fabrizio Adriani & Pasquale Scaramozzino, 2003. "The Inflationary Consequences of a Currency Changeover: Evidence from the Michelin Red Guide," CEIS Research Paper 27, Tor Vergata University, CEIS.
    6. Carlos Coimbra & Daniel Santos & Rui Evangelista & Teresa Nascimento, 2002. "Analysis on the Impact of the Conversion of Escudos into Euros," Economic Bulletin and Financial Stability Report Articles, Banco de Portugal, Economics and Research Department.
    7. Eugenio Gaiotti & Francesco Lippi, 2005. "Pricing behavior and the introduction of the euro: evidence from a panel of restaurants," Macroeconomics 0501029, EconWPA, revised 15 Feb 2005.
    8. Angelini, Paolo & Lippi, Francesco, 2005. "Did Inflation Really Soar After the Euro Cash Changeover? Indirect Evidence from ATM Withdrawals," CEPR Discussion Papers 4950, C.E.P.R. Discussion Papers.
    9. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
    10. Kozicki, Sharon & Hoffman, Barak, 2004. "Rounding Error: A Distorting Influence on Index Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 319-338, June.
    11. V. Bhaskar, 2002. "On Endogenously Staggered Prices," Review of Economic Studies, Oxford University Press, vol. 69(1), pages 97-116.
    12. Elliot D. Williams, 2006. "The Effects of Rounding on the Consumer Price Index," Working Papers 397, U.S. Bureau of Labor Statistics.
    13. C.K. Folkertsma, 2001. "The Euro and Psychological Prices: Simulations of the Worst-Case Scenario," WO Research Memoranda (discontinued) 659, Netherlands Central Bank, Research Department.
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