Mean Squared Variance Portfolio: A Mixed-Integer Linear Programming Formulation
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- Ron Bird & Mark Tippett, 1986. "Note---Naive Diversification and Portfolio Risk---A Note," Management Science, INFORMS, vol. 32(2), pages 244-251, February.
- Victor DeMiguel & Lorenzo Garlappi & Raman Uppal, 2009. "Optimal Versus Naive Diversification: How Inefficient is the 1-N Portfolio Strategy?," The Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 1915-1953, May.
- Guillaume Coqueret, 2015. "Diversified minimum-variance portfolios," Annals of Finance, Springer, vol. 11(2), pages 221-241, May.
- Guillaume Coqueret, 2015. "Diversified minimum-variance portfolios," Post-Print hal-02312223, HAL.
- Bodnar, Taras & Parolya, Nestor & Schmid, Wolfgang, 2018.
"Estimation of the global minimum variance portfolio in high dimensions,"
European Journal of Operational Research, Elsevier, vol. 266(1), pages 371-390.
- Taras Bodnar & Nestor Parolya & Wolfgang Schmid, 2014. "Estimation of the Global Minimum Variance Portfolio in High Dimensions," Papers 1406.0437, arXiv.org, revised Nov 2015.
- Maillet, Bertrand & Tokpavi, Sessi & Vaucher, Benoit, 2015.
"Global minimum variance portfolio optimisation under some model risk: A robust regression-based approach,"
European Journal of Operational Research, Elsevier, vol. 244(1), pages 289-299.
- Bertrand Maillet & Sessi Tokpavi & Benoit Vaucher, 2015. "Global minimum variance portfolio optimisation under some model risk: A robust regression-based approach," Post-Print hal-01243408, HAL.
- Vijay K. Chopra & William T. Ziemba, 2013. "The Effect of Errors in Means, Variances, and Covariances on Optimal Portfolio Choice," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 21, pages 365-373, World Scientific Publishing Co. Pte. Ltd..
- Laurens Swinkels & Liam Tjong-A-Tjoe, 2007. "Can mutual funds time investment styles?," Journal of Asset Management, Palgrave Macmillan, vol. 8(2), pages 123-132, July.
- Haotian Cai & Anatoly B. Schmidt, 0. "Comparing mean–variance portfolios and equal-weight portfolios for major US equity indexes," Journal of Asset Management, Palgrave Macmillan, vol. 0, pages 1-7.
- Tu, Jun & Zhou, Guofu, 2011. "Markowitz meets Talmud: A combination of sophisticated and naive diversification strategies," Journal of Financial Economics, Elsevier, vol. 99(1), pages 204-215, January.
- Maillet, Bertrand & Tokpavi, Sessi & Vaucher, Benoit, 2015.
"Global minimum variance portfolio optimisation under some model risk: A robust regression-based approach,"
European Journal of Operational Research, Elsevier, vol. 244(1), pages 289-299.
- Bertrand Maillet & Sessi Tokpavi & Benoit Vaucher, 2015. "Global minimum variance portfolio optimisation under some model risk: A robust regression-based approach," Post-Print hal-01243408, HAL.
- Bertrand Maillet & Sessi Tokpavi & Benoit Vaucher, 2015. "Global Minimum Variance Portfolio Optimisation Under some Model Risk: A Robust Regression-based Approach," Post-Print hal-01449949, HAL.
- Angela J. Black & David G. McMillan, 2004.
"Non‐linear Predictability of Value and Growth Stocks and Economic Activity,"
Journal of Business Finance & Accounting,
Wiley Blackwell, vol. 31(3‐4), pages 439-474, April.
- Angela J. Black & David G. McMillan, 2004. "Non-linear Predictability of Value and Growth Stocks and Economic Activity," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(3-4), pages 439-474.
- repec:dau:papers:123456789/14735 is not listed on IDEAS
- Apostolos Kourtis, 2015. "A Stability Approach to Mean-Variance Optimization," The Financial Review, Eastern Finance Association, vol. 50(3), pages 301-330, August.
- Anatoly B. Schmidt, 2019. "Managing portfolio diversity within the mean variance theory," Annals of Operations Research, Springer, vol. 282(1), pages 315-329, November.
- Best, Michael J & Grauer, Robert R, 1991. "On the Sensitivity of Mean-Variance-Efficient Portfolios to Changes in Asset Means: Some Analytical and Computational Results," The Review of Financial Studies, Society for Financial Studies, vol. 4(2), pages 315-342.
- William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
- Haotian Cai & Anatoly B. Schmidt, 2020. "Comparing mean–variance portfolios and equal-weight portfolios for major US equity indexes," Journal of Asset Management, Palgrave Macmillan, vol. 21(4), pages 326-332, July.
- Bertrand Maillet & Sessi Tokpavi & Benoît Vaucher, 2015. "Global minimum variance portfolio optimisation under some model risk : A robust regression-based approach," Post-Print hal-02312329, HAL.
- Liesiö, Juuso & Xu, Peng & Kuosmanen, Timo, 2020. "Portfolio diversification based on stochastic dominance under incomplete probability information," European Journal of Operational Research, Elsevier, vol. 286(2), pages 755-768.
- Wei Xia & Juan C. Vera & Luis F. Zuluaga, 2020. "Globally Solving Nonconvex Quadratic Programs via Linear Integer Programming Techniques," INFORMS Journal on Computing, INFORMS, vol. 32(1), pages 40-56, January.
- Guillaume Coqueret, 2015. "Diversified minimum-variance portfolios," Post-Print hal-02009587, HAL.
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Keywords
mean-variance portfolio; portfolio diversification; non-convex quadratic programming; mixed-integer linear programming;All these keywords.
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