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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

Cybernetics and Information Technologies
Volume 20 (2020): Issue 2 (June 2020)
By:
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: <a href="https://doi.org/10.2139/ssrn.2999335.10.2139/ssrn.2999335" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2139/ssrn.2999335.10.2139/ssrn.2999335</a>
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.1080/0015198X.2019.1600958" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1080/0015198X.2019.1600958</a>
    Search in Google ScholarBack to article
  3. 3. Bartkowiak, M., A. Rutkowska. Black-Litterman Model with Multiple Experts’ Linguistic Views. – In: Soft Methods for Data Science. Springer, 2017.<a href="https://doi.org/10.1007/978-3-319-42972-4_5" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/978-3-319-42972-4_5</a>
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.1287/opre.1120.1115422419025382873" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1287/opre.1120.1115422419025382873</a>
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.3905/jfi.1991.408013" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.3905/jfi.1991.408013</a>
    Search in Google ScholarBack to article
  6. 6. Wing, Cheung. The Black-Litterman Model Explained. – Journal of Asset Management, Vol. 11, 2011, No 4, pp. 229-243.<a href="https://doi.org/10.1057/jam.2009.28" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1057/jam.2009.28</a>
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.1007/s12351-019-00482-4" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s12351-019-00482-4</a>
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.1080/21649502.2015.1165906" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1080/21649502.2015.1165906</a>
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.1080/09603107.2014.925056" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1080/09603107.2014.925056</a>
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.1007/s11424-017-6330-2" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s11424-017-6330-2</a>
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.1515/cait-2016-0080" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1515/cait-2016-0080</a>
    Search in Google ScholarBack to article
  12. 12. Georgieva, P. V. Genetic Fuzzy System for Financial Management. – Cybernetics and Information Technologies, Vol. 18, 2018, No 2, pp. 20-35.<a href="https://doi.org/10.2478/cait-2018-0025" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2478/cait-2018-0025</a>
    Search in Google ScholarBack to article
  13. 13. Georgieva, P., I. P. Popchev, S. N. Stoyanov. – Cybernetics and Information Technologies, Vol. 15, No 3, 2015, pp. 41-51.<a href="https://doi.org/10.1515/cait-2015-0040" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1515/cait-2015-0040</a>
    Search in Google ScholarBack to article
  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
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.1016/j.ejor.2016.11.045" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.ejor.2016.11.045</a>
    Search in Google ScholarBack to article
  16. 16. He, G., R. Litterman. The Intuition behind Black-Litterman Model Portfolios. – In: Investment Management Research. Goldman Sachs & Company, 1999.
    Search in Google ScholarBack to article
  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
    Search in Google ScholarBack to article
  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
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.2478/cait-2018-0028" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2478/cait-2018-0028</a>
    Search in Google ScholarBack to article
  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
    Search in Google ScholarBack to article
  21. 21. Markowitz, H. Portfolio Selection. – Journal of Finance, Vol. 7, 1952, pp.77-91.<a href="https://doi.org/10.1111/j.1540-6261.1952.tb01525.x" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1111/j.1540-6261.1952.tb01525.x</a>
    Search in Google ScholarBack to article
  22. 22. Meucci, A. The Black-Litterman Approach: Original Model and Extensions. Bloomberg. – In: Alpha Research&Education Paper, No 1, 2008.
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.2139/ssrn.2641893" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2139/ssrn.2641893</a>
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.1057/palgrave.jam.2240011" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1057/palgrave.jam.2240011</a>
    Search in Google ScholarBack to article
  25. 25. Sharpe, W. Portfolio Theory and Capital Market. McGraw Hill, 2000. 316 p.
    Search in Google ScholarBack to article
  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.<a href="https://doi.org/10.1515/cait-2017-0043" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1515/cait-2017-0043</a>
    Search in Google ScholarBack to article
  27. 27. Walters, J. Reconstructing the Black-Litterman Model, 2014.<a href="https://doi.org/10.2139/ssrn.2330678" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2139/ssrn.2330678</a>
    Search in Google ScholarBack to article
  28. 28. https://www.moneyworks4me.com/about-stock-market/portfolio-management
    Search in Google ScholarBack to article
  29. 29. https://finance.yahoo.com
    Search in Google ScholarBack to article
  30. 30. www.global-rated.com
    Search in Google ScholarBack to article
DOI: https://doi.org/10.2478/cait-2020-0014 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
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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 times per year
Keywords:
Size Portfolio optimization,
mean-variance portfolio model,
Black-Litterman portfolio model,
active portfolio management,
decision making
Related subjects:
Computer sciences,
Information technology

© 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.

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