IDEAS home Printed from https://ideas.repec.org/p/fiu/wpaper/1406.html
   My bibliography  Save this paper

Margin Requirements and Portfolio Optimization: A Geometric Approach

Author

Listed:
  • Sheng Guo

    (Department of Economics, Florida International University)

Abstract

Using geometric illustrations, we investigate what implications of portfolio optimization in equilibrium can be generated by the simple mean-variance framework, under margin borrowing restrictions. First, we investigate the case of uniform marginability on all risky assets. It is shown that changing from unlimited borrowing to margin borrowing shifts the market portfolio to a riskier combination, accompanied by a higher risk premium and a lower price of risk. With the linear risk-return preference, more stringent margin requirements lead to a riskier market portfolio, contrary to the conventional belief. Second, we investigate the effects of differential marginability on portfolio optimization by allowing only one of the risky assets to be pledged as collateral. It is shown that the resulting optimal portfolio is not always tilted towards holding more of the marginable asset, when the margin requirement is loosened.

Suggested Citation

  • Sheng Guo, 2014. "Margin Requirements and Portfolio Optimization: A Geometric Approach," Working Papers 1406, Florida International University, Department of Economics.
  • Handle: RePEc:fiu:wpaper:1406
    as

    Download full text from publisher

    File URL: https://economics.fiu.edu/research/pdfs/2014_working_papers/1406.pdf
    File Function: First version, 2014
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Gikas A. Hardouvelis, 1988. "Margin requirements and stock market volatility," Quarterly Review, Federal Reserve Bank of New York, vol. 13(Sum), pages 80-89.
    2. Hardouvelis, Gikas A, 1990. "Margin Requirements, Volatility, and the Transitory Components of Stock Prices," American Economic Review, American Economic Association, vol. 80(4), pages 736-762, September.
    3. Khandani, Amir E. & Lo, Andrew W., 2011. "What happened to the quants in August 2007? Evidence from factors and transactions data," Journal of Financial Markets, Elsevier, vol. 14(1), pages 1-46, February.
    4. Goldberg, Michael A, 1985. "The Relevance of Margin Regulations: A Note," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(4), pages 521-527, November.
    5. Schwert, C.W., 1989. "Margin Requirements And Stock Volatility," Papers t6, Columbia - Center for Futures Markets.
    6. Luckett, Dudley G, 1982. "On the Effectiveness of the Federal Reserve's Margin Requirement," Journal of Finance, American Finance Association, vol. 37(3), pages 783-795, June.
    7. Nicolae Gârleanu & Lasse Heje Pedersen, 2011. "Margin-based Asset Pricing and Deviations from the Law of One Price," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1980-2022.
    8. Frazzini, Andrea & Pedersen, Lasse Heje, 2014. "Betting against beta," Journal of Financial Economics, Elsevier, vol. 111(1), pages 1-25.
    9. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
    10. Kupiec, Paul H & Sharpe, Steven A, 1991. "Animal Spirits, Margin Requirements, and Stock Price Volatility," Journal of Finance, American Finance Association, vol. 46(2), pages 717-731, June.
    11. Gorton, Gary & Metrick, Andrew, 2012. "Securitized banking and the run on repo," Journal of Financial Economics, Elsevier, vol. 104(3), pages 425-451.
    12. Largay, James A, III, 1973. "100" Margins: Combating Speculation in Individual Security Issues," Journal of Finance, American Finance Association, vol. 28(4), pages 973-986, September.
    13. Gikas A. Hardouvelis & Stavros Peristiani, 1992. "Margin Requirements, Speculative Trading, and Stock Price Fluctuations: The Case of Japan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(4), pages 1333-1370.
    14. Largay, James A, III & West, Richard R, 1973. "Margin Changes and Stock Price Behavior," Journal of Political Economy, University of Chicago Press, vol. 81(2), pages 328-339, Part I, M.
    15. Campbell, John Y. & Viceira, Luis M., 2002. "Strategic Asset Allocation: Portfolio Choice for Long-Term Investors," OUP Catalogue, Oxford University Press, number 9780198296942.
    16. Gary Gorton, 2009. "The Subprime Panic," European Financial Management, European Financial Management Association, vol. 15(1), pages 10-46, January.
    17. Eckardt, Walter L, Jr & Rogoff, Donald L, 1976. "100" Margins Revisited," Journal of Finance, American Finance Association, vol. 31(3), pages 995-1000, June.
    18. Merton, Robert C., 1972. "An Analytic Derivation of the Efficient Portfolio Frontier," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 7(4), pages 1851-1872, September.
    19. Hsieh, David A & Miller, Merton H, 1990. "Margin Regulation and Stock Market Volatility," Journal of Finance, American Finance Association, vol. 45(1), pages 3-29, March.
    20. R. Corwin Grube & O. Maurice Joy, 1988. "Some Evidence On The Efficacy Of Security Credit Regulation In The Otc Equity Market," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 11(2), pages 137-142, June.
    21. Ferris, Stephen P. & Chance, Don M., 1988. "Margin requirements and stock market volatility," Economics Letters, Elsevier, vol. 28(3), pages 251-254.
    22. Peter Fortune, 2001. "Margin lending and stock market volatility," New England Economic Review, Federal Reserve Bank of Boston, pages 3-25.
    23. Adam Ashcraft & Nicolae Gârleanu & Lasse Heje Pedersen, 2011. "Two Monetary Tools: Interest Rates and Haircuts," NBER Chapters, in: NBER Macroeconomics Annual 2010, volume 25, pages 143-180, National Bureau of Economic Research, Inc.
    24. Chowdhry, Bhagwan & Nanda, Vikram, 1998. "Leverage and Market Stability: The Role of Margin Rules and Price Limits," The Journal of Business, University of Chicago Press, vol. 71(2), pages 179-210, April.
    25. Grube, R Corwin & Joy, O Maurice & Panton, Don B, 1979. "Market Responses to Federal Reserve Changes in the Initial Margin Requirement," Journal of Finance, American Finance Association, vol. 34(3), pages 659-674, June.
    26. Stephen W. Pruitt & K. S. Maurice Tse, 1996. "The Price, Volatility, Volume, and Liquidity Effects of Changes in Federal Reserve Margin Requirements on Both Marginable and Nonmarginable OTC Stocks," NBER Chapters, in: The Industrial Organization and Regulation of the Securities Industry, pages 317-358, National Bureau of Economic Research, Inc.
    27. Paul H. Kupiec, 1989. "Initial margin requirements and stock returns volatility: another look," Finance and Economics Discussion Series 53, Board of Governors of the Federal Reserve System (U.S.).
    28. Kumar, Raman & Ferris, Stephen P & Chance, Don M, 1991. "The Differential Impact of Federal Reserve Margin Requirements on Stock Return Volatility," The Financial Review, Eastern Finance Association, vol. 26(3), pages 343-366, August.
    29. Seguin, Paul J., 1990. "Stock volatility and margin trading," Journal of Monetary Economics, Elsevier, vol. 26(1), pages 101-121, August.
    30. Gikas A. Hardouvelis & Panayiotis Theodossiou, 2002. "The Asymmetric Relation Between Initial Margin Requirements and Stock Market Volatility Across Bull and Bear Markets," The Review of Financial Studies, Society for Financial Studies, vol. 15(5), pages 1525-1560.
    31. Salinger, M.A., 1989. "Stock Market Margin Requirements And Volatility: Implications For Regulation Of Stock Index Futures," Papers t4, Columbia - Center for Futures Markets.
    32. Oleg Rytchkov, 2014. "Asset Pricing with Dynamic Margin Constraints," Journal of Finance, American Finance Association, vol. 69(1), pages 405-452, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Peter Fortune, 2001. "Margin lending and stock market volatility," New England Economic Review, Federal Reserve Bank of Boston, pages 3-25.
    2. Zhang, Ting & Li, Honggang, 2013. "Buying on margin, selling short in an agent-based market model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(18), pages 4075-4082.
    3. Paul Kupiec, 1998. "Margin Requirements, Volatility, and Market Integrity: What Have We Learned Since the Crash?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 13(3), pages 231-255, June.
    4. Tibor Neugebauer & Sascha Füllbrunn, 2013. "Deflating Bubbles in Experimental Asset Markets: Comparative Statics of Margin Regulations," LSF Research Working Paper Series 13-14, Luxembourg School of Finance, University of Luxembourg.
    5. Alexander, Carol & Kaeck, Andreas & Sumawong, Anannit, 2019. "A parsimonious parametric model for generating margin requirements for futures," European Journal of Operational Research, Elsevier, vol. 273(1), pages 31-43.
    6. Brumm, Johannes & Grill, Michael & Kubler, Felix & Schmedders, Karl, 2015. "Margin regulation and volatility," Journal of Monetary Economics, Elsevier, vol. 75(C), pages 54-68.
    7. Joyce Hsieh & Chien-Chung Nieh, 2010. "An overview of Asian equity markets," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 24(2), pages 19-51, November.
    8. Wen-Chung Guo & Frank Wang & Ho-Mou Wu, 2011. "Financial leverage and market volatility with diverse beliefs," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 47(2), pages 337-364, June.
    9. Sang Bin Lee & Tae Yol Yoo, 1991. "Margin Regulation And Stock Market Response: Further Evidence From The U.S. And Some Pacific‐Basin Countries," Review of Financial Economics, John Wiley & Sons, vol. 1(1), pages 79-98, September.
    10. Alexander, Gordon J. & Ors, Evren & Peterson, Mark A. & Seguin, Paul J., 2004. "Margin regulation and market quality: a microstructure analysis," Journal of Corporate Finance, Elsevier, vol. 10(4), pages 549-574, September.
    11. Domian, Dale L. & Racine, Marie D., 2006. "An empirical analysis of margin debt," International Review of Economics & Finance, Elsevier, vol. 15(2), pages 151-163.
    12. Yanxi Li & Siu Kai Choy & Mingzhu Wang, 2022. "The potential built‐in supply effect from margin trading in the Chinese stock market," The Financial Review, Eastern Finance Association, vol. 57(4), pages 835-861, November.
    13. Füllbrunn, Sascha & Neugebauer, Tibor, 2022. "Testing market regulations in experimental asset markets – The case of margin purchases," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 1160-1183.
    14. Albert Menkveld & Emiliano Pagnotta & Marius Andrei Zoican, 2016. "Does Central Clearing Affect Price Stability? Evidence from Nordic Equity Markets," Working Papers hal-01253702, HAL.
    15. Bian, Jiangze & Da, Zhi & He, Zhiguo & Lou, Dong & Shue, Kelly & Zhou, Hao, 2021. "Margin trading and leverage management," LSE Research Online Documents on Economics 118851, London School of Economics and Political Science, LSE Library.
    16. Abdur Chowdhury, 1997. "Margin requirements and stock market volatility in Thailand," Applied Economics Letters, Taylor & Francis Journals, vol. 4(2), pages 83-87.
    17. Hsu, Yenshan, 1996. "Margin requirements and stock market volatility Another look at the case of Taiwan," Pacific-Basin Finance Journal, Elsevier, vol. 4(4), pages 409-419, December.
    18. Dayong Lv & Wenfeng Wu, 2020. "Margin trading and price efficiency: information content or price‐adjustment speed?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(3), pages 2889-2918, September.
    19. Matsypura, Dmytro & Pauwels, Laurent L., 2016. "Does portfolio margining make borrowing more attractive?," International Review of Financial Analysis, Elsevier, vol. 43(C), pages 128-134.
    20. Hui Ying Sng & Yang Zhang & Huanhuan Zheng, 2020. "Margin trade, short sales and financial stability," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 15(3), pages 673-702, July.

    More about this item

    Keywords

    portfolio optimization; margin; collateral; borrowing constraint; mean-variance; efficient frontier; asset allocation;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fiu:wpaper:1406. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sheng Guo (email available below). General contact details of provider: https://edirc.repec.org/data/defiuus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.