The Impact of Quantitative Methods on Hedge Fund Performance
Author
Abstract
Suggested Citation
DOI: 10.1111/eufm.12035
Download full text from publisher
References listed on IDEAS
- Newey, Whitney & West, Kenneth, 2014.
"A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
- Newey, Whitney K & West, Kenneth D, 1987. "A Simple, Positive Semi-definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix," Econometrica, Econometric Society, vol. 55(3), pages 703-708, May.
- Whitney K. Newey & Kenneth D. West, 1986. "A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix," NBER Technical Working Papers 0055, National Bureau of Economic Research, Inc.
- Getmansky, Mila & Lo, Andrew W. & Makarov, Igor, 2004.
"An econometric model of serial correlation and illiquidity in hedge fund returns,"
Journal of Financial Economics, Elsevier, vol. 74(3), pages 529-609, December.
- Getmansky, Mila & Lo, Andrew & Makarov, Igor, 2003. "An Econometric Model of Serial Correlation and Illiquidity In Hedge Fund Returns," Working papers 4288-03, Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Mila Getmansky & Andrew W. Lo & Igor Makarov, 2003. "An Econometric Model of Serial Correlation and Illiquidity in Hedge Fund Returns," NBER Working Papers 9571, National Bureau of Economic Research, Inc.
- Franklin R. Edwards & Mustafa Onur Caglayan, 2001. "Hedge Fund Performance and Manager Skill," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 21(11), pages 1003-1028, November.
- Andrew J. Patton, 2009.
"Are "Market Neutral" Hedge Funds Really Market Neutral?,"
The Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2295-2330, July.
- Patton, Andrew J., 2004. "Are "market neutral" hedge funds really market neutral?," LSE Research Online Documents on Economics 24819, London School of Economics and Political Science, LSE Library.
- Li, Haitao & Zhang, Xiaoyan & Zhao, Rui, 2011. "Investing in Talents: Manager Characteristics and Hedge Fund Performances," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(1), pages 59-82, February.
- repec:bla:jfinan:v:53:y:1998:i:5:p:1589-1622 is not listed on IDEAS
- Vikas Agarwal & Wei Jiang & Yuehua Tang & Baozhong Yang, 2013.
"Uncovering Hedge Fund Skill from the Portfolio Holdings They Hide,"
Journal of Finance, American Finance Association, vol. 68(2), pages 739-783, April.
- Agarwal, Vikas & Jiang, Wei & Tang, Yuehua & Yang, Baozhong, 2010. "Uncovering hedge fund skill from the portfolio holdings they hide," CFR Working Papers 10-09, University of Cologne, Centre for Financial Research (CFR).
- Agarwal, Vikas & Jiang, Wei & Tang, Yuehua & Yang, Baozhong, 2011. "Uncovering hedge fund skill from the portfolio holdings they hide," CFR Working Papers 10-09 [rev.], University of Cologne, Centre for Financial Research (CFR).
- Brown, Stephen J & Goetzmann, William N & Ibbotson, Roger G, 1999. "Offshore Hedge Funds: Survival and Performance, 1989-95," The Journal of Business, University of Chicago Press, vol. 72(1), pages 91-117, January.
- Agarwal, Vikas & Daniel, Naveen D. & Naik, Narayan Y., 2009. "Role of managerial incentives and discretion in hedge fund performance," CFR Working Papers 04-04, University of Cologne, Centre for Financial Research (CFR).
- Merton, Robert C, 1981. "On Market Timing and Investment Performance. I. An Equilibrium Theory of Value for Market Forecasts," The Journal of Business, University of Chicago Press, vol. 54(3), pages 363-406, July.
- Ang, Andrew & Gorovyy, Sergiy & van Inwegen, Gregory B., 2011.
"Hedge fund leverage,"
Journal of Financial Economics, Elsevier, vol. 102(1), pages 102-126, October.
- Andrew Ang & Sergiy Gorovyy & Gregory B. van Inwegen, 2011. "Hedge Fund Leverage," NBER Working Papers 16801, National Bureau of Economic Research, Inc.
- Henriksson, Roy D & Merton, Robert C, 1981. "On Market Timing and Investment Performance. II. Statistical Procedures for Evaluating Forecasting Skills," The Journal of Business, University of Chicago Press, vol. 54(4), pages 513-533, October.
- 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.
- Amir E. Khandani & Andrew W. Lo, 2008. "What Happened To The Quants In August 2007?: Evidence from Factors and Transactions Data," NBER Working Papers 14465, National Bureau of Economic Research, Inc.
- Aiken, Adam L. & Clifford, Christopher P. & Ellis, Jesse A., 2015. "Hedge funds and discretionary liquidity restrictions," Journal of Financial Economics, Elsevier, vol. 116(1), pages 197-218.
- Fung, William & Hsieh, David A, 2001. "The Risk in Hedge Fund Strategies: Theory and Evidence from Trend Followers," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 313-341.
- Bali, Turan G. & Brown, Stephen J. & Caglayan, Mustafa Onur, 2012. "Systematic risk and the cross section of hedge fund returns," Journal of Financial Economics, Elsevier, vol. 106(1), pages 114-131.
- Vikas Agarwal, 2004. "Risks and Portfolio Decisions Involving Hedge Funds," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 63-98.
- Hossein Kazemi & Ying Li, 2009. "Market timing of CTAs: An examination of systematic CTAs vs. discretionary CTAs," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 29(11), pages 1067-1099, November.
- Vikas Agarwal & Naveen D. Daniel & Narayan Y. Naik, 2009. "Role of Managerial Incentives and Discretion in Hedge Fund Performance," Journal of Finance, American Finance Association, vol. 64(5), pages 2221-2256, October.
- Fung, William & Hsieh, David A, 1997. "Empirical Characteristics of Dynamic Trading Strategies: The Case of Hedge Funds," The Review of Financial Studies, Society for Financial Studies, vol. 10(2), pages 275-302.
- Martin Eling, 2009. "Does Hedge Fund Performance Persist? Overview and New Empirical Evidence," European Financial Management, European Financial Management Association, vol. 15(2), pages 362-401, March.
- Cao, Charles & Chen, Yong & Liang, Bing & Lo, Andrew W., 2013. "Can hedge funds time market liquidity?," Journal of Financial Economics, Elsevier, vol. 109(2), pages 493-516.
- Carl Ackermann & Richard McEnally & David Ravenscraft, 1999. "The Performance of Hedge Funds: Risk, Return, and Incentives," Journal of Finance, American Finance Association, vol. 54(3), pages 833-874, June.
- Chen, Yong & Liang, Bing, 2007. "Do Market Timing Hedge Funds Time the Market?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(4), pages 827-856, December.
- Turan G. Bali & Stephen J. Brown & K. Ozgur Demirtas, 2013. "Do Hedge Funds Outperform Stocks and Bonds?," Management Science, INFORMS, vol. 59(8), pages 1887-1903, August.
- Sheridan Titman & Cristian Tiu, 2011. "Do the Best Hedge Funds Hedge?," The Review of Financial Studies, Society for Financial Studies, vol. 24(1), pages 123-168.
- Godfrey, Leslie G, 1978. "Testing against General Autoregressive and Moving Average Error Models When the Regressors Include Lagged Dependent Variables," Econometrica, Econometric Society, vol. 46(6), pages 1293-1301, November.
- Manuel Ammann & Otto Huber & Markus Schmid, 2013. "Hedge Fund Characteristics and Performance Persistence," European Financial Management, European Financial Management Association, vol. 19(2), pages 209-250, March.
- Kosowski, Robert & Naik, Narayan Y. & Teo, Melvyn, 2007. "Do hedge funds deliver alpha? A Bayesian and bootstrap analysis," Journal of Financial Economics, Elsevier, vol. 84(1), pages 229-264, April.
- Teo, Melvyn, 2011. "The liquidity risk of liquid hedge funds," Journal of Financial Economics, Elsevier, vol. 100(1), pages 24-44, April.
- Brown, Stephen J, et al, 1992. "Survivorship Bias in Performance Studies," The Review of Financial Studies, Society for Financial Studies, vol. 5(4), pages 553-580.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Miguel, António F. & Chen, Yihao, 2021. "Do machines beat humans? Evidence from mutual fund performance persistence," International Review of Financial Analysis, Elsevier, vol. 78(C).
- MarÃa dela O. González & Nicolas A. Papageorgiou & Frank S. Skinner, 2016. "Persistent Doubt: An Examination of Hedge Fund Performance," European Financial Management, European Financial Management Association, vol. 22(4), pages 613-639, September.
- Baibing Li & Ji Luo & Kai†Hong Tee, 2017. "The Market Liquidity Timing Skills of Debt†oriented Hedge Funds," European Financial Management, European Financial Management Association, vol. 23(1), pages 32-54, January.
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.- Andrew W. Lo & Mila Getmansky & Peter A. Lee, 2015.
"Hedge Funds: A Dynamic Industry in Transition,"
Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 483-577, December.
- Mila Getmansky & Peter A. Lee & Andrew W. Lo, 2015. "Hedge Funds: A Dynamic Industry In Transition," NBER Working Papers 21449, National Bureau of Economic Research, Inc.
- Andrew J. Patton & Tarun Ramadorai, 2013.
"On the High-Frequency Dynamics of Hedge Fund Risk Exposures,"
Journal of Finance, American Finance Association, vol. 68(2), pages 597-635, April.
- Patton, Andrew, 2011. "On the High-Frequency Dynamics of Hedge Fund Risk Exposures," CEPR Discussion Papers 8479, C.E.P.R. Discussion Papers.
- Bali, Turan G. & Brown, Stephen J. & Caglayan, Mustafa O., 2014. "Macroeconomic risk and hedge fund returns," Journal of Financial Economics, Elsevier, vol. 114(1), pages 1-19.
- Agarwal, Vikas & Ruenzi, Stefan & Weigert, Florian, 2017.
"Tail risk in hedge funds: A unique view from portfolio holdings,"
Journal of Financial Economics, Elsevier, vol. 125(3), pages 610-636.
- Agarwal, Vikas & Ruenzi, Stefan & Weigert, Florian, 2015. "Tail Risk in Hedge Funds: A Unique View from Portfolio Holdings," Working Papers on Finance 1508, University of St. Gallen, School of Finance.
- Agarwal, Vikas & Ruenzi, Stefan & Weigert, Florian, 2015. "Tail risk in hedge funds: A unique view from portfolio holdings," CFR Working Papers 15-07, University of Cologne, Centre for Financial Research (CFR).
- Agarwal, Vikas & Green, Tracy Clifton & Ren, Honglin, 2017. "Alpha or beta in the eye of the beholder: What drives hedge fund flows?," CFR Working Papers 15-08, University of Cologne, Centre for Financial Research (CFR), revised 2017.
- Yong Chen & Bing Han & Jing Pan, 2021. "Sentiment Trading and Hedge Fund Returns," Journal of Finance, American Finance Association, vol. 76(4), pages 2001-2033, August.
- Hwang, Inchang & Xu, Simon & In, Francis & Kim, Tong Suk, 2017. "Systemic risk and cross-sectional hedge fund returns," Journal of Empirical Finance, Elsevier, vol. 42(C), pages 109-130.
- Agarwal, Vikas & Green, T. Clifton & Ren, Honglin, 2018. "Alpha or beta in the eye of the beholder: What drives hedge fund flows?," Journal of Financial Economics, Elsevier, vol. 127(3), pages 417-434.
- Patton, Andrew, 2010. "On the Dynamics of Hedge Fund Risk Exposures," CEPR Discussion Papers 7780, C.E.P.R. Discussion Papers.
- Agarwal, Vikas & Fos, Vyacheslav & Jiang, Wei, 2010. "Inferring reporting biases in hedge fund databases from hedge fund equity holdings," CFR Working Papers 10-08, University of Cologne, Centre for Financial Research (CFR).
- Mathias S. Kruttli & Phillip J. Monin & Sumudu W. Watugala, 2017.
"Investor Concentration, Flows, and Cash Holdings: Evidence from Hedge Funds,"
Working Papers
17-07, Office of Financial Research, US Department of the Treasury, revised 02 Jun 2020.
- Mathias S. Kruttli & Phillip J. Monin & Sumudu W. Watugala, 2017. "Investor Concentration, Flows, and Cash Holdings : Evidence from Hedge Funds," Finance and Economics Discussion Series 2017-121, Board of Governors of the Federal Reserve System (U.S.).
- Turan G. Bali & Florian Weigert, 2018. "Have Hedge Funds Solved the Idiosyncratic Volatility Puzzle?," Working Papers on Finance 1827, University of St. Gallen, School of Finance.
- Bali, Turan G. & Weigert, Florian, 2021. "Hedge funds and the positive idiosyncratic volatility effect," CFR Working Papers 21-01, University of Cologne, Centre for Financial Research (CFR).
- Bali, Turan G. & Brown, Stephen J. & Caglayan, Mustafa O., 2019. "Upside potential of hedge funds as a predictor of future performance," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 212-229.
- Vikas Agarwal & Stefan Ruenzi & Florian Weigert, 2018.
"Unobserved Performance of Hedge Funds,"
Working Papers on Finance
1825, University of St. Gallen, School of Finance.
- Agarwal, Vikas & Ruenzi, Stefan & Weigert, Florian, 2020. "Unobserved performance of hedge funds," CFR Working Papers 20-07, University of Cologne, Centre for Financial Research (CFR).
- Benoît Dewaele, 2013. "Leverage and Alpha: The Case of Funds of Hedge Funds," Working Papers CEB 13-033, ULB -- Universite Libre de Bruxelles.
- El Kalak, Izidin & Azevedo, Alcino & Hudson, Robert, 2016. "Reviewing the hedge funds literature I: Hedge funds and hedge funds' managerial characteristics," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 85-97.
- Funga, William & Hsiehb, David A., 2013. "Hedge Funds," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1063-1125, Elsevier.
- Wenbo Wu & Jiaqi Chen & Zhibin (Ben) Yang & Michael L. Tindall, 2021. "A Cross-Sectional Machine Learning Approach for Hedge Fund Return Prediction and Selection," Management Science, INFORMS, vol. 67(7), pages 4577-4601, July.
- Panopoulou, Ekaterini & Vrontos, Spyridon, 2015. "Hedge fund return predictability; To combine forecasts or combine information?," Journal of Banking & Finance, Elsevier, vol. 56(C), pages 103-122.
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:bla:eufman:v:20:y:2014:i:5:p:857-890. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/efmaaea.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.