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Articles

A new procedure for resampled portfolio with shrinkaged covariance matrix

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Pages 642-652 | Received 23 Feb 2019, Accepted 21 Jul 2019, Published online: 05 Aug 2019

References

  • F. Becker, M. Gurtler and M. Hibbeln, Markowitz versus michaud: Portfolio optimization strategies reconsidered, Eur. J. Finance 21 (2015), pp. 269–291. doi: 10.1080/1351847X.2013.830138
  • P. Behr, A. Guettler and F. Miebs, On portfolio optimization: Imposing the right constraints, J. Bank. Financ. 37 (2013), pp. 1232–1242. doi: 10.1016/j.jbankfin.2012.11.020
  • L. Breiman, Bagging predictors, Mach. Learn. 24 (1996), pp. 123–140.
  • Y. Chen, A. Wiesel, Y.C. Eldar and A.O. Hero, Shrinkage algorithms for mmse covariance estimation, IEEE. Trans. Signal. Process. 58 (2010), pp. 5016–5029. doi: 10.1109/TSP.2010.2053029
  • J.L.B. Fernandes, J.R.H. Ornelas and O.A.M. Cusicanqui, Combining equilibrium, resampling, and analyst's views in portfolio optimization, J. Bank. Finance 36 (2012), pp. 1354–1361. doi: 10.1016/j.jbankfin.2011.11.023
  • J. Fletcher and J. Hillier, An examination of resampled portfolio efficiency, Financ. Anal. J. 57 (2001), pp. 66–74. doi: 10.2469/faj.v57.n5.2482
  • G. Frahm, A theoretical foundation of portfolio resampling, Theory. Decis. 79 (2015), pp. 107–132. doi: 10.1007/s11238-014-9453-0
  • S. Goto and Y. Xu, Improving mean variance optimization through sparse hedging restrictions, J. Financ. Quant, Anal. 1 (2016), pp. 1–27.
  • U. Herold and M. Raimond, Portfolio choice and estimation risk, a comparison of bayesian to heuristic approaches, Astin. Bull. 36 (2006), pp. 135–160. doi: 10.1017/S0515036100014434
  • R. Jagannathan and T. Ma, Risk reduction in large portfolios: Why imposing the wrong constraints helps, J. Finance 58 (2003), pp. 1651–1684. doi: 10.1111/1540-6261.00580
  • J. Jobson and B. Korkie, Estimation for markowitz efficient portfolios, Publ. Am. Stat. Assoc. 75 (1980), pp. 544–554. doi: 10.1080/01621459.1980.10477507
  • J. Kohil, An empirical analysis of resampled efficiency, Master's thesis, Worcester Polytechnic Institute, 2005.
  • O. Ledoit and M. Wolf, Improved estimation of the covariance matrix of stock returns with an application to portfolio selection, J. Empir. Finance 10 (2003), pp. 603–621. doi: 10.1016/S0927-5398(03)00007-0
  • O. Ledoit and M. Wolf, Honey, i shrunk the sample covariance matrix, J. Portf. Manage. 30 (2004a), pp. 110–119. doi: 10.3905/jpm.2004.110
  • O. Ledoit and M. Wolf, A well-conditioned estimator for large-dimensional covariance matrices, J. Multivar. Anal. 88 (2004b), pp. 365–411. doi: 10.1016/S0047-259X(03)00096-4
  • O. Ledoit and M. Wolf, Nonlinear shrinkage of the covariance matrix for portfolio selection: Markowitz meets goldilocks, Rev. Financ. Stud. 30 (2017), pp. 4349–4388. doi: 10.1093/rfs/hhx052
  • O. Ledoit and M. Wolf, Analytical nonlinear shrinkage estimation of large-dimensional covariance matrices, Ann. Stat. 40 (2018), pp. 1024–1060. doi: 10.1214/12-AOS989
  • J. Liechty, C.R. Harvey and M.W. Liechty, Bayes vs. resampling: A rematch, J. Investment Manage. 6 (2008), pp. 1–17.
  • H. Markowitz and N. Usmen, Resampled frontiers versus diffuse bayes: An experiment, in World Scientific Book Chapters, pp. 183–202, 2005.
  • O.R. Michaud, The markowitz optimization enigma: Is optimized optimal?, Financ. Anal. J. 45 (1989), pp. 31–42. doi: 10.2469/faj.v45.n1.31
  • R.O. Michaud and R. Michaud, Discussion on article by campbell r. harvey, john c. liechty and merill w. liechty, bayes vs. resampling: A rematch (2008, volume 6 number 1), J. Investment Manage. 6 (2008), pp. 1–2.
  • R.O. Michaud and R.O. Michaud, Efficient Asset Management: A Practical Guide to Stock Portfolio Optimization and Asset Allocation, Oxford University Press, 1998.
  • B. Scherer, Portfolio resampling: Review and critique, Financ. Anal. J. 58 (2002), pp. 98–109. doi: 10.2469/faj.v58.n6.2489
  • B. Scherer, Resampled efficiency and portfolio choice, Financ. Mark. Portf. Manage. 18 (2004), pp. 382–398. doi: 10.1007/s11408-004-0403-7
  • B. Scherer, A note on the out-of-sample performance of resampled efficiency, J. Asset Manage. 7 (2006), pp. 170–178. doi: 10.1057/palgrave.jam.2240211
  • H. Trevor, T. Robert and F. JH, The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Springer, New York, NY, 2009.
  • M. Wolf, Resampling vs. shrinkage for benchmarked managers. IEW – Working Papers, 2006.

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