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Analytical Overview and Applications of Modified Black-Litterman Model for Portfolio Optimization Cover

Analytical Overview and Applications of Modified Black-Litterman Model for Portfolio Optimization

Open Access
|Jun 2020

References

  1. 1. Allaj, E. The Black-Litterman Model and Views from a Reverse Optimization Procedure: An Outof-Sample Performance Evaluation. – Article in SSRN Electronic Journal, 2017. DOI: 10.2139/ssrn.2999335.10.2139/ssrn.2999335
  2. 2. Allen, D., C. Lizieri, S. Satchell. In Defense of Portfolio Optimization: What If We Can Forecast? – Financial Analysts Journal, Vol. 75, 2019, No3, 20-38.10.1080/0015198X.2019.1600958
  3. 3. Bartkowiak, M., A. Rutkowska. Black-Litterman Model with Multiple Experts’ Linguistic Views. – In: Soft Methods for Data Science. Springer, 2017.10.1007/978-3-319-42972-4_5
  4. 4. Bertsimas, D., V. Gupta, I. C. Paschalidis. Inverse Optimization: A New Perspective on the Black-Litterman Model. – J. Operation Research, Vol. 60, 11 December 2012, No 6, pp. 1389-1403.10.1287/opre.1120.1115422419025382873
  5. 5. Black, F., R. Litterman. Asset Allocation: Combining Investor Views with Market Equilibrium. – The Journal of Fixed Income, Vol. 1, 1991, No 2, p. 7-18.10.3905/jfi.1991.408013
  6. 6. Wing, Cheung. The Black-Litterman Model Explained. – Journal of Asset Management, Vol. 11, 2011, No 4, pp. 229-243.10.1057/jam.2009.28
  7. 7. Cui, X., J. Gao, Y. Shi. Multi-Period Mean-Variance Portfolio Optimization with Management Fees. – Int J. Oper Res, 2019, pp. 1-22.10.1007/s12351-019-00482-4
  8. 8. Davis, M., S. Lleo. A Simple Procedure to Incorporate Predictive Models in a Continuous Time Asset Allocation. – Quantitative Finance Letters, Vol. 4, 2016, No 1, pp. 40-46.10.1080/21649502.2015.1165906
  9. 9. Duqi, L. F., G. Torluccio. The Black-Litterman Model: the Definition of Views Based on Volatility Forecasts. – J. Applied Financial Economics, Vol. 24, 2014, No 19, pp. 1285-1296.10.1080/09603107.2014.925056
  10. 10. Fang, Y., L. Bo, D. Zhao, S. Wang. Fuzzy Views on Black-Litterman Portfolio Selection Model. – J. of Systems Science and Complexity, Vol. 31, 2018, No 4, pp. 975-987.10.1007/s11424-017-6330-2
  11. 11. Gao, Xuedong, GuKan. Determination of the Starting Point in Time Series for Trend Detection Based on Overlapping Trend. – Cybernetics and Information Technologies, Vol. 16, 2016, No 6, pp. 98-110.10.1515/cait-2016-0080
  12. 12. Georgieva, P. V. Genetic Fuzzy System for Financial Management. – Cybernetics and Information Technologies, Vol. 18, 2018, No 2, pp. 20-35.10.2478/cait-2018-0025
  13. 13. Georgieva, P., I. P. Popchev, S. N. Stoyanov. – Cybernetics and Information Technologies, Vol. 15, No 3, 2015, pp. 41-51.10.1515/cait-2015-0040
  14. 14. Geyer, A., K. Lucivjanská. The Black-Litterman Approach and Views from Predictive Regressions: Theory and Implementation. – The Journal of Portfolio Management, Vol. 42, 2016, No 4, pp. 38-4810.3905/jpm.2016.42.4.038
  15. 15. Harris, R. D. F., E. Stoja, L. Tan. The Dynamic Black-Litterman Approach to Asset Allocation. – European Journal of Operational Research, Vol. 259, 2017, pp. 1085-1096.10.1016/j.ejor.2016.11.045
  16. 16. He, G., R. Litterman. The Intuition behind Black-Litterman Model Portfolios. – In: Investment Management Research. Goldman Sachs & Company, 1999.
  17. 17. Idzorek, T. M. A Step-by-Step Guide to the Black-Litterman Model. 2002. https://faculty.fuqua.duke.edu/~charvey/Teaching/BA453_2006/Idzorek_onBL.pdf10.1016/B978-075068321-0.50003-0
  18. 18. Kolm, P. N., R. Tutuncu, F. J. Fabozzi. 60 Years of Portfolio Optimization: Practical Challenges and Current Trends. – European Journal of Operational Research, Vol. 234, 2014, pp. 356-37110.1016/j.ejor.2013.10.060
  19. 19. Korsemov, D., D. Borissova, I. Mustakerov. Combinatorial Optimization Model for Group Decision-Making. – Cybernetics and Information Technologies, Vol. 18, 2018, No 2, pp. 65-73.10.2478/cait-2018-0028
  20. 20. Mahmut, K., U. Aydin, K. A. Baris. A Hybrid Approach for Generating Investor Views in Black-Litterman Model. – Expert Systems with Applications, Vol. 128, 201910.1016/j.eswa.2019.03.041
  21. 21. Markowitz, H. Portfolio Selection. – Journal of Finance, Vol. 7, 1952, pp.77-91.10.1111/j.1540-6261.1952.tb01525.x
  22. 22. Meucci, A. The Black-Litterman Approach: Original Model and Extensions. Bloomberg. – In: Alpha Research&Education Paper, No 1, 2008.
  23. 23. Michaud, R. O., D. N. Esch, R. O. Michaud. Deconstructing Black-Litterman: How to Get the Portfolio You Already Knew You Wanted. – SSRN Electronic J., Vol. 11, 2013, No 1, pp. 6-20.10.2139/ssrn.2641893
  24. 24. Satchell, S., A. Scowcroft. A Demystification of the Black-Litterman Model: Managing Quantitative and Traditional Portfolio Construction. – J. of Asset Management, Vol. 1, 2000, pp. 138-150.10.1057/palgrave.jam.2240011
  25. 25. Sharpe, W. Portfolio Theory and Capital Market. McGraw Hill, 2000. 316 p.
  26. 26. Vladimirov, M., T. Stoilov, K. Stoilova. New Formal Description of Expert Views of Black-Litterman Asset Allocation Model. – Cybernetics and Information Technologies, Vol. 17, 2017, No 4, pp. 87-98.10.1515/cait-2017-0043
  27. 27. Walters, J. Reconstructing the Black-Litterman Model, 2014.10.2139/ssrn.2330678
  28. 28. https://www.moneyworks4me.com/about-stock-market/portfolio-management
  29. 29. https://finance.yahoo.com
  30. 30. www.global-rated.com
DOI: https://doi.org/10.2478/cait-2020-0014 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 30 - 49
Submitted on: Apr 7, 2020
Accepted on: May 21, 2020
Published on: Jun 12, 2020
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2020 Todor Stoilov, Krasimira Stoilova, Miroslav Vladimirov, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.