Hypothesis Testing Fusion for Nonlinearity Detection in Hedge Fund Price Returns
Author
Abstract
Suggested Citation
DOI: 10.3390/a15080260
Note: View the original document on HAL open archive server: https://hal.science/hal-03739132v1
Download full text from publisher
References listed on IDEAS
- Joenväärä, Juha & Kauppila, Mikko & Kahra, Hannu, 2021. "Hedge fund portfolio selection with fund characteristics," Journal of Banking & Finance, Elsevier, vol. 132(C).
- Dybvig, Philip H, 1988.
"Distributional Analysis of Portfolio Choice,"
The Journal of Business, University of Chicago Press, vol. 61(3), pages 369-393, July.
- Philip H. Dybvig, 1987. "Distributional Analysis of Portfolio Choice," Cowles Foundation Discussion Papers 827R, Cowles Foundation for Research in Economics, Yale University, revised Jan 1988.
- 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.
- 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.
- Philip H. Dybvig, 1988.
"Inefficient Dynamic Portfolio Strategies or How to Throw Away a Million Dollars in the Stock Market,"
The Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 67-88.
- Philip H. Dybvig, 1987. "Inefficient Dynamic Portfolio Strategies or How to Throw Away a Million Dollars in the Stock Market," Cowles Foundation Discussion Papers 826R, Cowles Foundation for Research in Economics, Yale University, revised Jan 1988.
- Michael W. Brandt & Pedro Santa-Clara & Rossen Valkanov, 2009.
"Parametric Portfolio Policies: Exploiting Characteristics in the Cross-Section of Equity Returns,"
The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3411-3447, September.
- Michael W. Brandt & Pedro Santa-Clara & Rossen Valkanov, 2004. "Parametric Portfolio Policies: Exploiting Characteristics in the Cross Section of Equity Returns," NBER Working Papers 10996, National Bureau of Economic Research, Inc.
- Brandt, Michael W & Santa-Clara, Pedro & Valkanov, Rossen, 2005. "Parametric Portfolio Policies: Exploiting Characteristics in the Cross Section of Equity Returns," University of California at Los Angeles, Anderson Graduate School of Management qt4ft420b6, Anderson Graduate School of Management, UCLA.
- Agarwal, Vikas & Naik, Narayan Y., 2000. "Multi-Period Performance Persistence Analysis of Hedge Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 327-342, September.
- Michael W. Brandt & Pedro Santa‐Clara, 2006.
"Dynamic Portfolio Selection by Augmenting the Asset Space,"
Journal of Finance, American Finance Association, vol. 61(5), pages 2187-2217, October.
- Brandt, Michael W. & Santa-Clara, Pedro, 2004. "Dynamic Portfolio Selection by Augmenting the Asset Space," University of California at Los Angeles, Anderson Graduate School of Management qt632436gt, Anderson Graduate School of Management, UCLA.
- Michael W. Brandt & Pedro Santa-Clara, 2004. "Dynamic Portfolio Selection by Augmenting the Asset Space," NBER Working Papers 10372, National Bureau of Economic Research, Inc.
- Mark C. Hutchinson & Quang Minh Nhi Nguyen & Mark Mulcahy, 2022. "Private hedge fund firms' incentives and performance: Evidence from audited filings," The European Journal of Finance, Taylor & Francis Journals, vol. 28(3), pages 291-306, February.
- 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.
- 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.
- Pena, Daniel & Rodriguez, Julio, 2005. "Detecting nonlinearity in time series by model selection criteria," International Journal of Forecasting, Elsevier, vol. 21(4), pages 731-748.
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.- Joenväärä, Juha & Kauppila, Mikko & Kahra, Hannu, 2021. "Hedge fund portfolio selection with fund characteristics," Journal of Banking & Finance, Elsevier, vol. 132(C).
- 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 & 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.
- Bollen, Nicolas P. B., 2013. "Zero-R2Hedge Funds and Market Neutrality," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(2), pages 519-547, April.
- Urbi Garay & Enrique Ter Horst & German Molina & Abel Rodriguez, 2016. "Bayesian Nonparametric Measurement of Factor Betas and Clustering with Application to Hedge Fund Returns," Econometrics, MDPI, vol. 4(1), pages 1-23, March.
- 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.
- 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.
- Osinga, Albert Jakob & Schauten, Marc B.J. & Zwinkels, Remco C.J., 2021. "Timing is money: The factor timing ability of hedge fund managers," Journal of Empirical Finance, Elsevier, vol. 62(C), pages 266-281.
- 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.
- 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.
- 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.
- Bussière, Matthieu & Hoerova, Marie & Klaus, Benjamin, 2015.
"Commonality in hedge fund returns: Driving factors and implications,"
Journal of Banking & Finance, Elsevier, vol. 54(C), pages 266-280.
- Bussiere, M. & Hoerova, M. & Klaus, B., 2012. "Commonality in hedge fund returns: driving factors and implications," Working papers 373, Banque de France.
- Bussière, Matthieu & Hoerova, Marie & Klaus, Benjamin, 2014. "Commonality in hedge fund returns: driving factors and implications," Working Paper Series 1658, European Central Bank.
- Mustafa Onur Caglayan & Sevan Ulutas, 2014. "Emerging Market Exposures and the Predictability of Hedge Fund Returns," Financial Management, Financial Management Association International, vol. 43(1), pages 149-180, March.
- Yang, Fan & Havranek, Tomas & Irsova, Zuzana & Novak, Jiri, 2024.
"Where Have All the Alphas Gone? A Meta-Analysis of Hedge Fund Performance,"
EconStor Preprints
289497, ZBW - Leibniz Information Centre for Economics.
- Yang, Fan & Havranek, Tomas & Irsova, Zuzana & Novak, Jiri, 2024. "Where Have All the Alphas Gone? A Meta-Analysis of Hedge Fund Performance," CEPR Discussion Papers 18979, C.E.P.R. Discussion Papers.
- Fan Yang & Tomas Havranek & Zuzana Irsova & Jiri Novak, 2024. "Where Have All the Alphas Gone? A Meta-Analysis of Hedge Fund Performance," Working Papers IES 2024/15, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Apr 2024.
- Yang, Fan & Havranek, Tomas & Irsova, Zuzana & Novak, Jiri, 2024. "Where Have All the Alphas Gone? A Meta-Analysis of Hedge Fund Performance," MetaArXiv ps2yn, Center for Open Science.
- Kosowski, Robert & Joenväärä, Juha & Kaupila, Mikko & Tolonen, Pekka, 2019. "Hedge Fund Performance: Are Stylized Facts Sensitive to Which Database One Uses?," CEPR Discussion Papers 13618, C.E.P.R. Discussion Papers.
- Ergys Islamaj & Maziar Kazemi, 2014. "Returns to Active Management: The Case of Hedge Funds," International Finance Discussion Papers 1112, Board of Governors of the Federal Reserve System (U.S.).
- Lieven Baele & Geert Bekaert & Koen Inghelbrecht & Min Wei, 2020.
"Flights to Safety,"
The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 689-746.
- Lieven Baele & Geert Bekaert & Koen Inghelbrecht & Min Wei, 2012. "Flights to Safety," Working Paper Research 230, National Bank of Belgium.
- Lieven Baele & Geert Bekaert & Koen Inghelbrecht & Min Wei, 2014. "Flights to Safety," Finance and Economics Discussion Series 2014-46, Board of Governors of the Federal Reserve System (U.S.).
- Lieven Baele & Geert Bekaert & Koen Inghelbrecht & Min Wei, 2019. "Flights To Safety," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 19/968, Ghent University, Faculty of Economics and Business Administration.
- Lieven Baele & Geert Bekaert & Koen Inghelbrecht & Min Wei, 2013. "Flights to Safety," NBER Working Papers 19095, National Bureau of Economic Research, Inc.
- Benoît Dewaele, 2013. "Portfolio Optimization for Hedge Funds through Time-Varying Coefficients," Working Papers CEB 13-032, ULB -- Universite Libre de Bruxelles.
- Canepa, Alessandra & de la O. González, María & Skinner, Frank S., 2020.
"Hedge fund strategies: A non-parametric analysis,"
International Review of Financial Analysis, Elsevier, vol. 67(C).
- Canepa, Alessandra & de la O. González, María & Skinner, Frank S., 2019. "Hedge Fund Strategies: A non-Parametric Analysis," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201902, University of Turin.
- Massimo Guidolin & Alexei G. Orlov, 2022.
"Can Investors Benefit from Hedge Fund Strategies? Utility-Based, Out-of-Sample Evidence,"
Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 12(03), pages 1-61, September.
- Massimo Guidolin & Alexei G. Orlov, 2018. "Can Investors Benefit from Hedge Fund Strategies? Utility-Based, Out-of-Sample Evidence," BAFFI CAREFIN Working Papers 1887, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
- Massimo Guidolin & Alexei Orlov, 2018. "Can Investors Benefit from Hedge Fund Strategies? Utility-Based, Out-of-Sample Evidence," BAFFI CAREFIN Working Papers 1890, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
More about this item
Keywords
nonlinearity detection; decision fusion; hedge funds; price return model;All these keywords.
NEP fields
This paper has been announced in the following NEP Reports:- NEP-RMG-2022-09-19 (Risk Management)
Statistics
Access and download statisticsCorrections
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:hal:journl:hal-03739132. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.