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Postmodern Portföy Teorisi Çerçevesinde Portföy Oluşturma

Year 2025, Volume: 10 Issue: 1, 27 - 43, 28.03.2025
https://doi.org/10.30784/epfad.1576857

Abstract

Bu çalışmada Borsa İstanbul Katılım 30 endeksinde yer alan pay senetleriyle Sharpe ve Sortino oranlarının maksimizasyonuna dayalı alternatif ağırlık belirleme stratejileri kullanılmış, modern portföy teorisi ve postmodern portföy teorisiyle uyumlu portföyler oluşturulmuştur. Sharpe portföyü için geleneksel risk ölçütleri, Sortino için aşağı yönlü metrikler kullanılarak ağırlıklar hesaplanmış ve elde edilen ağırlıklarla 6 Mayıs 2022 – 28 Haziran 2024 tarihleri arasındaki dört endeks izleme döneminde 527 işlem günü için portföy getiri serileri oluşturulmuştur. Ayrıca eşit ağırlıklı portföyler ve Katılım 30 endeksi karşılaştırma ölçütü olarak kullanılmıştır. Analiz sonuçları Sharpe getiri serisinin endeksi yakından izlediğini, Sortino portföyünün ise piyasanın yükseliş trendine girdiği spesifik periyotlarda hem karşılaştırma endeksinin hem de geleneksel piyasa endeksinin üstünde performans sergilediğini göstermektedir. Bu çalışma MPT ve PMPT yaklaşımlarının ve ölçütlerinin varlık tahsisi ve portföy yönetiminde uygulanabilirliğine ilişkin kanıtlar sunmaktadır. Ayrıca çalışma yatırımcıların farklı piyasa koşullarında ilgili modelleri kullanarak varlıklarını yönetebileceğini ve portföylerini dengeleyebileceğini göstermektedir.

References

  • Acar, E. (2020). Portfolio optimization with mean-downside variance based risk measures and stochastic return. Journal of Research in Economics, Politics & Finance, 5(3), 822-844. https://doi.org/10.30784/epfad.790658
  • Artavanis, N., Diacogiannis, G. and Mylonakis, J. (2010). The D-CAPM: The case of Great Britain and France. International Journal of Economics and Finance, 2(3), 25-38. https://doi.org/10.5539/ijef.v2n3p25
  • Bawa, V.S. and Lindenberg, E.B. (1977). Capital market equilibrium in a mean-lower partial moment framework. Journal of Financial Economics, 5(2), 189-200. https://doi.org/10.1016/0304-405X(77)90017-4
  • Bayat, F. and Yiğiter, Ş.Y. (2022). Aşağı yönlü risk ölçütleri ve modern portföy teorisinin karşılaştırılması: Borsa İstanbul örneği. Kafkas University Journal of Economics and Administrative Sciences Faculty, 13(25), 1-23. https://doi.org/10.36543/kauiibfd.2022.001
  • Borsa Istanbul. (2024). Participation indices. Retrieved from https://borsaistanbul.com/en/index/1/3/participation
  • Busse, J.A., Green, T.C. and Baks, K. (2006). Fund managers who take big bets: skilled or overconfident (SSRN Paper No. 891727). https://doi.org/10.2139/ssrn.891727
  • Charoenwong, C. and Ng, C. (2013). Implications of downside beta: empirical evidence of four Asian tigers. China-USA Business Review, 12(3), 254-266. Retrieved from https://www.davidpublisher.com/
  • Chen, J.M. (2016). Postmodern portfolio theory: navigating abnormal markets and investor behavior. New York: Palgrave Macmillan.
  • El-Masry, A. and El-Mosallamy, D.A. (2016). A comparative study of the performance of Saudi mutual funds. Corporate Ownership and Control, 13(4), 89-101. https://doi.org/10.22495/cocv13i4p9
  • Estrada, J. (2002). Systemic risk in emerging markets: the D-CAPM. Emerging Markets Review, 3(4), 365-379. https://doi.org/10.1016/S1566-0141(02)00042-0
  • Estrada, J. (2007). Mean-semivariance behavior: downside risk and capital asset pricing. International Review of Economics & Finance, 16(2), 169-185. https://doi.org/10.1016/j.iref.2005.03.003
  • Galloppo, G. (2010). A comparison of pre and post modern portfolio theory using resampling. Global Journal of Business Research, 4(1), 1-16. Retrieved from https://www.theibfr2.com/
  • Garcia, F., Gonzalez-Bueno, J., Oliver, J. and Riley, N. (2019). Selecting socially responsible portfolios: A fuzzy multicriteria approach. Sustainability, 11(9), 2496. https://doi.org/10.3390/su11092496
  • Geambaşu, C., Şova, R., Jianu, I. and Geambaşu, L. (2013). Risk measurement in post-modern portfolio theory: differences from modern portfolio theory. Economic Computation & Economic Cybernetics Studies & Research, 47(1), 113-132. Retrieved from https://ecocyb.ase.ro/
  • Harlow, W.V. (1991). Asset allocation in a downside-risk framework. Financial Analysts Journal, 47(5), 28-40. https://doi.org/10.2469/faj.v47.n5.28
  • Jankova, Z. (2019). Comparison of portfolios using markowitz and downside risk theories on the Czech stock market. In O. Dvoulety, M. Lukes and J. Misar (Eds.), Proceedings of the 7th international conference (pp. 291-303). Papers presented at Innovation Management, Entrepreneurship and Sustainability (IMES), Prague: University of Economics.
  • Markowitz, H.M. (1970). Portfolio selection: efficient diversification of investments (2nd ed.). New Haven: Yale University Press.
  • May, S.K. and Yeing, P.W. (2022). Portfolio analysis using Malaysia stock market data: before and during covid-19 pandemic. Enthusiastic: International Journal of Applied Statistics and Data Science, 2(2), 97-109. https://doi.org/10.20885/enthusiastic.vol2.iss2.art4
  • Nassar, T. and Ephrem, S. (2020). Optimal allocation using the sortino ratio. arXiv: Portfolio Management. https://doi.org/10.48550/arXiv.2007.06460
  • Nawrocki, D.N. (1999). A brief history of downside risk measures. The Journal of Investing, 8(3), 9-25. Retrieved from https://www.pm-research.com/
  • Petzel, P.E. (2022). Modern portfolio management. New Jersey: John Wiley & Sons, Inc.
  • Rasool, S.A., Kiani, A.K. and Jehan, N. (2018). The myth of downside risk-based capital asset pricing model: empirical evidence from South Asian countries. Global Social Sciences Review, 3(3), 265-280. http://dx.doi.org/10.31703/gssr.2018(III-III).15
  • Raza, H. (2018). Is D-CAPM superior to CAPM? The case of Pakistan stock exchange. NUML International Journal of Business & Management, 13(1), 96-106. Retrieved from https://www.proquest.com/
  • Riddles, N. (2001). A portfolio manager’s view of downside risk. In F. Sortino and S. Satchell (Eds.), Managing downside risk in financial markets (pp. 93-100). Burlington: Butterworth-Heinemann.
  • Rigamonti, A. (2020). Mean-variance optimization is a good choice, but for other reasons than you might think. Risks, 8(1), 29. https://doi.org/10.3390/risks8010029
  • Rom, B.M. and Ferguson, K.W. (1994). Post-modern portfolio theory comes of age. Journal of Investing, 2(4), 27-33. https://doi.org/10.3905/joi.2.4.27
  • Rom, B.M. and Ferguson, K.W. (2001). A software developer's view: using post-modern portfolio theory to improve investment performance measurement. In F. Sortino and S. Satchell (Eds.), Managing downside risk in financial markets (pp. 59-73). Burlington: Butterworth-Heinemann.
  • Sortino, F.A. and Price, L.N. (1994). Performance measurement in a downside risk framework. The Journal of Investing, 3(3), 59-64. https://doi.org/ 10.3905/joi.3.3.59
  • Sortino, F.A. and Van Der Meer, R. (1991). Downside risk. Journal of Portfolio Management, 17(4), 27-31. Retrieved from https://www.proquest.com/
  • Tahir, M., Abbas, Q., Sargana, S.M., Ayub, U. and Saeed, S.K. (2013). An investigation of beta and downside beta based CAPM-case study of Karachi stock exchange. American Journal of Scientific Research, 85, 118-135. http://dx.doi.org/10.2139/ssrn.2241416
  • Todoni, M.D. (2015). A post-modern portfolio management approach on CEE markets. Procedia Economics and Finance, 32, 1362-1376. https://doi.org/10.1016/S2212-5671(15)01513-0
  • Wilmott, P. (2001). Quantitative finance. West Sussex: John Wiley & Sons, Inc.
  • Yıldız, M.E. (2021). Utilization of downside risk measures in portfolio selection: Evidence from BİST30 index. Journal of Research in Business, 6(2), 332-356. https://doi.org/10.54452/jrb.947824
  • Yıldız, M.E. and Erzurumlu, Y.O. (2018). Testing postmodern portfolio theory based on global and local single factor market model: Borsa Istanbul case. Borsa Istanbul Review, 18(4), 259–268. https://doi.org/10.1016/j.bir.2018.03.001
  • Yıldız, M.E., Erzurumlu, Y.O. and Kurtuluş, B. (2022). Comparative analysis of mean-variance and mean-semivariance approaches on global and local single factor market model for developed and emerging markets. International Journal of Emerging Markets, 17(1), 325-350. https://doi.org/10.1108/IJOEM-01-2020-0110

Portfolio Construction with Postmodern Portfolio Theory Framework

Year 2025, Volume: 10 Issue: 1, 27 - 43, 28.03.2025
https://doi.org/10.30784/epfad.1576857

Abstract

This study includes alternative portfolio construction approaches consistent with the Modern Portfolio Theory (MPT) and Postmodern Portfolio Theory (PMPT). We propose a weighting strategy based on Sharpe and Sortino optimization, and unlike MPT, we create PMPT portfolios using downside metrics, such as downside risk, downside beta, and downside capital asset pricing model (D-CAPM). Portfolios consist of stocks in the Borsa Istanbul Participation 30 Index (XK030), with the stocks in the portfolio having been revised according to screening periods. In addition, we created an equally weighted portfolio and used XK030 as a benchmark for comparative analysis. The sample period covers 527 trading days between May 6, 2022, and June 28, 2024. The results show that the Sharpe portfolio consistently follows the benchmark index throughout the observation period. Sortino outperforms both the benchmark and conventional market index in some specific periods when the market has an upward trend, especially. This study provides evidence that the MPT and PMPT approaches and measures can be used in asset allocation and portfolio management. Investors can manage their assets and balance portfolio weights by implementing the models in different market conditions.

References

  • Acar, E. (2020). Portfolio optimization with mean-downside variance based risk measures and stochastic return. Journal of Research in Economics, Politics & Finance, 5(3), 822-844. https://doi.org/10.30784/epfad.790658
  • Artavanis, N., Diacogiannis, G. and Mylonakis, J. (2010). The D-CAPM: The case of Great Britain and France. International Journal of Economics and Finance, 2(3), 25-38. https://doi.org/10.5539/ijef.v2n3p25
  • Bawa, V.S. and Lindenberg, E.B. (1977). Capital market equilibrium in a mean-lower partial moment framework. Journal of Financial Economics, 5(2), 189-200. https://doi.org/10.1016/0304-405X(77)90017-4
  • Bayat, F. and Yiğiter, Ş.Y. (2022). Aşağı yönlü risk ölçütleri ve modern portföy teorisinin karşılaştırılması: Borsa İstanbul örneği. Kafkas University Journal of Economics and Administrative Sciences Faculty, 13(25), 1-23. https://doi.org/10.36543/kauiibfd.2022.001
  • Borsa Istanbul. (2024). Participation indices. Retrieved from https://borsaistanbul.com/en/index/1/3/participation
  • Busse, J.A., Green, T.C. and Baks, K. (2006). Fund managers who take big bets: skilled or overconfident (SSRN Paper No. 891727). https://doi.org/10.2139/ssrn.891727
  • Charoenwong, C. and Ng, C. (2013). Implications of downside beta: empirical evidence of four Asian tigers. China-USA Business Review, 12(3), 254-266. Retrieved from https://www.davidpublisher.com/
  • Chen, J.M. (2016). Postmodern portfolio theory: navigating abnormal markets and investor behavior. New York: Palgrave Macmillan.
  • El-Masry, A. and El-Mosallamy, D.A. (2016). A comparative study of the performance of Saudi mutual funds. Corporate Ownership and Control, 13(4), 89-101. https://doi.org/10.22495/cocv13i4p9
  • Estrada, J. (2002). Systemic risk in emerging markets: the D-CAPM. Emerging Markets Review, 3(4), 365-379. https://doi.org/10.1016/S1566-0141(02)00042-0
  • Estrada, J. (2007). Mean-semivariance behavior: downside risk and capital asset pricing. International Review of Economics & Finance, 16(2), 169-185. https://doi.org/10.1016/j.iref.2005.03.003
  • Galloppo, G. (2010). A comparison of pre and post modern portfolio theory using resampling. Global Journal of Business Research, 4(1), 1-16. Retrieved from https://www.theibfr2.com/
  • Garcia, F., Gonzalez-Bueno, J., Oliver, J. and Riley, N. (2019). Selecting socially responsible portfolios: A fuzzy multicriteria approach. Sustainability, 11(9), 2496. https://doi.org/10.3390/su11092496
  • Geambaşu, C., Şova, R., Jianu, I. and Geambaşu, L. (2013). Risk measurement in post-modern portfolio theory: differences from modern portfolio theory. Economic Computation & Economic Cybernetics Studies & Research, 47(1), 113-132. Retrieved from https://ecocyb.ase.ro/
  • Harlow, W.V. (1991). Asset allocation in a downside-risk framework. Financial Analysts Journal, 47(5), 28-40. https://doi.org/10.2469/faj.v47.n5.28
  • Jankova, Z. (2019). Comparison of portfolios using markowitz and downside risk theories on the Czech stock market. In O. Dvoulety, M. Lukes and J. Misar (Eds.), Proceedings of the 7th international conference (pp. 291-303). Papers presented at Innovation Management, Entrepreneurship and Sustainability (IMES), Prague: University of Economics.
  • Markowitz, H.M. (1970). Portfolio selection: efficient diversification of investments (2nd ed.). New Haven: Yale University Press.
  • May, S.K. and Yeing, P.W. (2022). Portfolio analysis using Malaysia stock market data: before and during covid-19 pandemic. Enthusiastic: International Journal of Applied Statistics and Data Science, 2(2), 97-109. https://doi.org/10.20885/enthusiastic.vol2.iss2.art4
  • Nassar, T. and Ephrem, S. (2020). Optimal allocation using the sortino ratio. arXiv: Portfolio Management. https://doi.org/10.48550/arXiv.2007.06460
  • Nawrocki, D.N. (1999). A brief history of downside risk measures. The Journal of Investing, 8(3), 9-25. Retrieved from https://www.pm-research.com/
  • Petzel, P.E. (2022). Modern portfolio management. New Jersey: John Wiley & Sons, Inc.
  • Rasool, S.A., Kiani, A.K. and Jehan, N. (2018). The myth of downside risk-based capital asset pricing model: empirical evidence from South Asian countries. Global Social Sciences Review, 3(3), 265-280. http://dx.doi.org/10.31703/gssr.2018(III-III).15
  • Raza, H. (2018). Is D-CAPM superior to CAPM? The case of Pakistan stock exchange. NUML International Journal of Business & Management, 13(1), 96-106. Retrieved from https://www.proquest.com/
  • Riddles, N. (2001). A portfolio manager’s view of downside risk. In F. Sortino and S. Satchell (Eds.), Managing downside risk in financial markets (pp. 93-100). Burlington: Butterworth-Heinemann.
  • Rigamonti, A. (2020). Mean-variance optimization is a good choice, but for other reasons than you might think. Risks, 8(1), 29. https://doi.org/10.3390/risks8010029
  • Rom, B.M. and Ferguson, K.W. (1994). Post-modern portfolio theory comes of age. Journal of Investing, 2(4), 27-33. https://doi.org/10.3905/joi.2.4.27
  • Rom, B.M. and Ferguson, K.W. (2001). A software developer's view: using post-modern portfolio theory to improve investment performance measurement. In F. Sortino and S. Satchell (Eds.), Managing downside risk in financial markets (pp. 59-73). Burlington: Butterworth-Heinemann.
  • Sortino, F.A. and Price, L.N. (1994). Performance measurement in a downside risk framework. The Journal of Investing, 3(3), 59-64. https://doi.org/ 10.3905/joi.3.3.59
  • Sortino, F.A. and Van Der Meer, R. (1991). Downside risk. Journal of Portfolio Management, 17(4), 27-31. Retrieved from https://www.proquest.com/
  • Tahir, M., Abbas, Q., Sargana, S.M., Ayub, U. and Saeed, S.K. (2013). An investigation of beta and downside beta based CAPM-case study of Karachi stock exchange. American Journal of Scientific Research, 85, 118-135. http://dx.doi.org/10.2139/ssrn.2241416
  • Todoni, M.D. (2015). A post-modern portfolio management approach on CEE markets. Procedia Economics and Finance, 32, 1362-1376. https://doi.org/10.1016/S2212-5671(15)01513-0
  • Wilmott, P. (2001). Quantitative finance. West Sussex: John Wiley & Sons, Inc.
  • Yıldız, M.E. (2021). Utilization of downside risk measures in portfolio selection: Evidence from BİST30 index. Journal of Research in Business, 6(2), 332-356. https://doi.org/10.54452/jrb.947824
  • Yıldız, M.E. and Erzurumlu, Y.O. (2018). Testing postmodern portfolio theory based on global and local single factor market model: Borsa Istanbul case. Borsa Istanbul Review, 18(4), 259–268. https://doi.org/10.1016/j.bir.2018.03.001
  • Yıldız, M.E., Erzurumlu, Y.O. and Kurtuluş, B. (2022). Comparative analysis of mean-variance and mean-semivariance approaches on global and local single factor market model for developed and emerging markets. International Journal of Emerging Markets, 17(1), 325-350. https://doi.org/10.1108/IJOEM-01-2020-0110
There are 35 citations in total.

Details

Primary Language English
Subjects Investment and Portfolio Management
Journal Section Makaleler
Authors

Erdi Bayram 0000-0003-4478-7231

Rabia Aktaş 0000-0002-7006-5235

Publication Date March 28, 2025
Submission Date October 31, 2024
Acceptance Date January 6, 2025
Published in Issue Year 2025 Volume: 10 Issue: 1

Cite

APA Bayram, E., & Aktaş, R. (2025). Portfolio Construction with Postmodern Portfolio Theory Framework. Ekonomi Politika Ve Finans Araştırmaları Dergisi, 10(1), 27-43. https://doi.org/10.30784/epfad.1576857