The Influence of EU Regulation of Margin Requirements on Market Stock Volatility
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33122
The Influence of EU Regulation of Margin Requirements on Market Stock Volatility

Authors: Nadira Kaimova

Abstract:

In this paper it was examined the influence of margin regulation on stock market volatility in EU 1993 – 2014. Regulating margin requirements or haircuts for securities financing transactions has for a long time been considered as a potential tool to limit the build-up of leverage and dampen volatility in financial markets. The margin requirement dictates how much investors can borrow against these securities. Margin can be an important part of investment. Using daily and monthly stock returns and there is no convincing evidence that EU Regulation margin requirements have served to dampen stock market volatility. In this paper was detected the expected negative relation between margin requirements and the amount of margin credit outstanding. Also, it confirmed that changes in margin requirements by the EU regulation have tended to follow than lead changes in market volatility. For the analysis have been used the modified Levene statistics to test whether the standard deviation of stock returns in the 25, 50 and 100 days preceding margin changes is the same as that in the succeeding 25, 50 and 100 days. The analysis started in May 1993 when it was first empowered to set the initial margin requirement and the last sample was in May 2014. To test whether margin requirements influence stock market volatility over the long term, the sample of stock returns was divided into 14 periods, according to the 14 changes in margin requirements.

Keywords: Levene statistic, Margin Regulation, Stock Market, Volatility.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1097339

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2156

References:


[1] BIS and IOSCO. “Margin requirements for non-centrally-cleared derivatives. Consultative Document. Fortune”, P. (2001). Margin lending and stock market volatility. New England Economic Review, 3– 26.
[2] D.Hsieh, M. Miller. “Journal of Finance Margin Regulation and Stock Market Volatility”. Available: https://faculty.fuqua.duke.edu/~dah7/ JF1990.pdf
[3] European Banking Authority (EBA), https://www.eba.europa.eu/
[4] European Central Bank (ECB), Margin Regulation and volatility working paper series, NO 1698 / July 2014. Available: http://www.ecb.europa.eu/pub/pdf/scpwps/ecbwp1698.pdf
[5] European Securities and Markets Authority (ESMA) http://www.esma.europa.eu/
[6] Financial Industry Regulatory Authority, Inc. “Margin Requirements” 2010: available: http://www.finra.org/web/groups/industry/@ip/@reg/ @rules/documents/industry/p122203.pdf
[7] Kupiec, Paul H. “Initial Margin Requirements and Stock Returns Volatility: Another Look, Finance and Economics”, 1989 Discussion Series No 53.
[8] Kupiec, P. “Margin requirements, volatility, and market integrity: What have we learned since the crash?” Journal of Financial Services Research 1998 13 (3), 231–255.
[9] Largay, James A., and Richard R. West., “Margin Changes and Stock Price Behaviors,” 1973 Journal of Political Economy 81, 328-339
[10] Margin Handbook Ameritrade 2013, available: https://www.tdameritrade.com/retail-en_us/resources/pdf/AMTD086.pdf
[11] Levene, H. (1960). “In Contributions to Probability and Statistics: Essays in Honor of Harold Hotelling,” I. Olkin et al. eds., Stanford University Press, pp. 278-292.
[12] Levene Test for Equality of Variances, available: http://www.itl.nist.gov/ div898/handbook/eda/eda.htm
[13] M.Deaconub, A. Lejayb, N Navete. “An empirical analysis of heavytails behavior of financial data,” August 14, 2013
[14] Official Journal of the European Union, “Regulation (EU) No 648/2012 of the European parliament and of the council” Available: http://eurlex. europa.eu/LexUriServ/LexUriServ.do?uri=OJ:L:2012:201:0001:005 9:EN:PDF
[15] Roger M. Cooke., D. N. March. “Heavy-Tailed Distributions: Data, Diagnostics, and New Developments”, 2011 available: http://www.rff.org/documents/RFF-DP-11-19.pdf
[16] SFB 649 Discussion Paper, Mean Volatility Regressions, 2011-003, available: http://sfb649.wiwi.hu-berlin.de/papers/pdf/SFB649DP2011- 003.pdf