Research Article
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PAIRS TRADING STRATEGY IN THE BIST100 INDEX: THE EFFECTIVENESS OF THE DISTANCE METHOD AND THE ROLE OF THRESHOLD LEVELS

Year 2025, Issue: 41, 103 - 119, 30.05.2025
https://doi.org/10.20875/makusobed.1566348

Abstract

This study aims to evaluate the applicability of the distance method in the Borsa Istanbul (BIST) 100 index, assessing the financial performance of the strategy in emerging markets. A dataset comprising stocks from the BIST 100 index, covering the period from August 4, 2020, to July 28, 2024, was used in the research. The study provides a detailed examination of the impact of threshold level selection on the profitability and risk-return profile of the strategy. The analysis results show that threshold levels significantly affect the strategy's profitability. Higher threshold levels (±2.5σ) improve the win/loss ratio by offering fewer but more profitable trades. In contrast, lower threshold levels (±1σ) increase trading frequency but reduce profitability. While the strategy offers higher absolute returns, its risk-return ratio is lower due to volatility. These findings suggest that the distance method can be effectively applied to the BIST 100 index and that the careful selection of threshold levels is critical for optimizing the strategy's performance. In conclusion, it has been determined that the distance method is applicable in emerging markets and that threshold levels have a significant impact on the strategy's profitability and risk profile.

References

  • Agarwal, A., Ankit, A., Meena, D. K., & Beniwal, R. (2022, December). Comparative study on pairs trading using machine learning algorithms. In 2022 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N) (pp. 242-248). IEEE. https://doi.org/10.1111/exsy.12649
  • Andrade, S., Di Pietro, V. ve Seasholes, M. (2005). Understanding the profitability of pairs trading. Unpublished working paper, UC Berkeley, Northwestern University.
  • Avellaneda, M. ve Lee, J. H. (2010). Statistical arbitrage in the US equities market. Quantitative Finance, 10(7), 761-782. https://doi.org/10.1080/14697680903124632
  • Bolgün, K. E., Kurun, E. ve Güven, S. (2010). Dynamic pairs trading strategy for the companies listed in the Istanbul stock exchange. International review of applied financial issues and economics, 2(1), 37.
  • Bolgün, K. E., Kurun, E. ve Güven, S. (2012). Adaptive pairs trading strategy performance in Turkish derivatives exchange with the companies listed on Istanbul stock exchange. Journal of Derivatives & Hedge Funds, 18, 113-126.
  • Broussard, J. P. ve Vaihekoski, M. (2012). Profitability of pairs trading strategy in an illiquid market with multiple share classes. Journal of International Financial Markets, Institutions and Money, 22(5), 1188-1201. https://doi.org/10.1016/j.intfin.2012.06.002
  • Brunetti, M., & De Luca, R. (2023). Pairs trading in the index options market. Eurasian Economic Review, 13(1), 145-173. https://doi.org/10.1007/s40822-022-00221-9
  • Chen, H., Chen, S., Chen, Z. ve Li, F. (2019). Empirical investigation of an equity pairs trading strategy. Management Science, 65(1), 370-389. https://doi.org/10.1287/mnsc.2017.2825
  • Da Silva, F. A. S., Ziegelmann, F. A., & Caldeira, J. F. (2023). A pairs trading strategy based on mixed copulas. The Quarterly Review of Economics and Finance, 87, 16-34. https://doi.org/10.1016/j.qref.2022.10.007
  • Do, B. ve Faff, R. (2010). Does simple pairs trading still work?. Financial Analysts Journal, 66(4), 83-95. https://doi.org/10.2469/faj.v66.n4.1
  • Elliott, R. J., Van Der Hoek, J. ve Malcolm, W. P. (2005). Pairs trading. Quantitative Finance, 5(3), 271-276. https://doi.org/10.1080/14697680500149370
  • Gatev, E., Goetzmann, W. N. ve Rouwenhorst, K. G. (2006). Pairs trading: Performance of a relative-value arbitrage rule. The Review of Financial Studies, 19(3), 797-827. https://doi.org/10.1093/rfs/hhj020
  • Gupta, K., & Chatterjee, N. (2020). Selecting stock pairs for pairs trading while incorporating lead–lag relationship. Physica A: Statistical Mechanics and its Applications, 551, 124103. https://doi.org/10.1016/j.physa.2019.124103
  • Horasanlı, M., & Özdamar, A. (2012). Kointegrasyon ve deterministik yayılma bazlı hisse senedi çiftleri al sat stratejisi. Maliye ve Finans Yazıları, 1(94), 97-118.
  • Huck, N. (2009). Pairs selection and outranking: An application to the S&P 100 index. European Journal of Operational Research, 196(2), 819-825. https://doi.org/10.1016/j.ejor.2008.03.025
  • Huck, N. (2010). Pairs trading and outranking: The multi-step- ahead forecasting case. European Journal of Operational Research, 207(3), 1702-1716. https://doi.org/10.1016/j.ejor.2010.06.043
  • Huck, N. (2013). The high sensitivity of pairs trading returns. Applied Economics Letters, 20(14), 1301-1304. https://doi.org/10.1080/13504851.2013.802121
  • Huck, N. (2015). Pairs trading: does volatility timing matter?. Applied economics, 47(57), 6239-6256. https://doi.org/10.1080/00036846.2015.1068923
  • Jacobs, H. ve Weber, M. (2015). On the determinants of pairs trading profitability. Journal of financial markets, 23, 75-97. https://doi.org/10.1016/j.finmar.2014.12.001
  • Jurek, J. W. ve Yang, H. (2007, April). Dynamic portfolio selection in arbitrage. In EFA 2006 meetings paper. Available at SSRN: https://ssrn.com/abstract=882536 or http://dx.doi.org/10.2139/ssrn.882536
  • Krauss, C. ve Stübinger, J. (2017). Non-linear dependence modelling with bivariate copulas: Statistical arbitrage pairs
  • trading on the S&P 100. Applied Economics, 49(52), 5352-5369. https://doi.org/10.1080/00036846.2017.1305097
  • Liu, J. ve Timmermann, A. (2013). Optimal convergence trade strategies. The Review of Financial Studies, 26(4), 1048-1086. https://doi.org/10.1093/rfs/hhs130
  • Muslumov, A., Yuksel, A. ve Yuksel, S. A. (2009). The profitability of pairs trading in an emerging market setting: evidence from the Istanbul stock exchange. Empirical Economics Letters, 8(5), 1-6.
  • Papadakis, G. ve Wysocki, P. (2007). Pairs trading and
  • accounting information. Boston university and mit working paper.
  • Perlin, M. S. (2009). Evaluation of pairs-trading strategy at the Brazilian financial market. Journal of Derivatives & Hedge Funds, 15, 122-136. https://doi.org/10.1057/jdhf.2009.4
  • Rad, H., Low, R. K. Y. ve Faff, R. (2016). The profitability of pairs trading strategies: distance, cointegration and copula methods. Quantitative Finance, 16(10), 1541-1558. https://doi.org/10.1080/14697688.2016.1164337
  • Smith, R. T., & Xu, X. (2017). A good pair: alternative pairs- trading strategies. Financial Markets and Portfolio Management, 31, 1-26. https://doi.org/10.1007/s11408-016-0280- x
  • Wang, J. J., Lee, J. P., & Zhao, Y. (2018). Pair-trading profitability and short-selling restriction: Evidence from the Taiwan stock market. International Review of Economics & Finance, 55, 173- 184. https://doi.org/10.1016/j.iref.2017.07.021
  • Vidyamurthy, G. (2004). Pairs trading: Quantitative methods and analysis (Vol. 217). John Wiley & Sons.

BIST 100 ENDEKSİNDE İKİLİ ALIM-SATIM STRATEJİSİ: UZAKLIK METODUNUN ETKİNLİĞİ VE EŞİK SEVİYELERİNİN ROLÜ

Year 2025, Issue: 41, 103 - 119, 30.05.2025
https://doi.org/10.20875/makusobed.1566348

Abstract

Bu çalışma, uzaklık metodunun Borsa İstanbul (BIST) 100 endeksinde uygulanabilirliğini inceleyerek, stratejinin gelişmekte olan piyasalardaki finansal performansını değerlendirmeyi amaçlamaktadır. Araştırmada, 4 Ağustos 2020 ile 28 Temmuz 2024 tarihleri arasındaki dönemi kapsayan BIST 100 endeksindeki hisselerden oluşan bir veri seti kullanılmıştır. Çalışmada, eşik seviyelerinin seçimlerinin stratejinin kârlılığı ve risk-getiri profili üzerindeki etkileri ayrıntılı olarak incelenmiştir. Analiz sonuçları, eşik seviyelerinin stratejinin kârlılığını önemli ölçüde etkilediğini göstermektedir. Yüksek eşik seviyeleri (±2,5σ), daha az ancak daha kârlı işlemler sunarak kazanan/kaybeden oranını iyileştirmektedir. Buna karşılık, düşük eşik seviyeleri (±1σ) işlem sıklığını artırarak kârlılığı azaltabilmektedir. Strateji, daha yüksek mutlak getiriler sunsa da, volatilite nedeniyle risk-getiri oranı daha düşüktür. Bu bulgular, uzaklık metodunun BIST 100 endeksinde etkin bir şekilde uygulanabileceğini ve eşik seviyelerinin dikkatli seçiminin stratejinin performansını optimize etmek için kritik olduğunu göstermektedir. Sonuç olarak, uzaklık metodunun gelişmekte olan piyasalarda da uygulanabilir olduğu ve eşik seviyelerinin stratejinin kârlılığı ve risk profili üzerinde önemli bir etkiye sahip olduğu tespit edilmiştir.

References

  • Agarwal, A., Ankit, A., Meena, D. K., & Beniwal, R. (2022, December). Comparative study on pairs trading using machine learning algorithms. In 2022 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N) (pp. 242-248). IEEE. https://doi.org/10.1111/exsy.12649
  • Andrade, S., Di Pietro, V. ve Seasholes, M. (2005). Understanding the profitability of pairs trading. Unpublished working paper, UC Berkeley, Northwestern University.
  • Avellaneda, M. ve Lee, J. H. (2010). Statistical arbitrage in the US equities market. Quantitative Finance, 10(7), 761-782. https://doi.org/10.1080/14697680903124632
  • Bolgün, K. E., Kurun, E. ve Güven, S. (2010). Dynamic pairs trading strategy for the companies listed in the Istanbul stock exchange. International review of applied financial issues and economics, 2(1), 37.
  • Bolgün, K. E., Kurun, E. ve Güven, S. (2012). Adaptive pairs trading strategy performance in Turkish derivatives exchange with the companies listed on Istanbul stock exchange. Journal of Derivatives & Hedge Funds, 18, 113-126.
  • Broussard, J. P. ve Vaihekoski, M. (2012). Profitability of pairs trading strategy in an illiquid market with multiple share classes. Journal of International Financial Markets, Institutions and Money, 22(5), 1188-1201. https://doi.org/10.1016/j.intfin.2012.06.002
  • Brunetti, M., & De Luca, R. (2023). Pairs trading in the index options market. Eurasian Economic Review, 13(1), 145-173. https://doi.org/10.1007/s40822-022-00221-9
  • Chen, H., Chen, S., Chen, Z. ve Li, F. (2019). Empirical investigation of an equity pairs trading strategy. Management Science, 65(1), 370-389. https://doi.org/10.1287/mnsc.2017.2825
  • Da Silva, F. A. S., Ziegelmann, F. A., & Caldeira, J. F. (2023). A pairs trading strategy based on mixed copulas. The Quarterly Review of Economics and Finance, 87, 16-34. https://doi.org/10.1016/j.qref.2022.10.007
  • Do, B. ve Faff, R. (2010). Does simple pairs trading still work?. Financial Analysts Journal, 66(4), 83-95. https://doi.org/10.2469/faj.v66.n4.1
  • Elliott, R. J., Van Der Hoek, J. ve Malcolm, W. P. (2005). Pairs trading. Quantitative Finance, 5(3), 271-276. https://doi.org/10.1080/14697680500149370
  • Gatev, E., Goetzmann, W. N. ve Rouwenhorst, K. G. (2006). Pairs trading: Performance of a relative-value arbitrage rule. The Review of Financial Studies, 19(3), 797-827. https://doi.org/10.1093/rfs/hhj020
  • Gupta, K., & Chatterjee, N. (2020). Selecting stock pairs for pairs trading while incorporating lead–lag relationship. Physica A: Statistical Mechanics and its Applications, 551, 124103. https://doi.org/10.1016/j.physa.2019.124103
  • Horasanlı, M., & Özdamar, A. (2012). Kointegrasyon ve deterministik yayılma bazlı hisse senedi çiftleri al sat stratejisi. Maliye ve Finans Yazıları, 1(94), 97-118.
  • Huck, N. (2009). Pairs selection and outranking: An application to the S&P 100 index. European Journal of Operational Research, 196(2), 819-825. https://doi.org/10.1016/j.ejor.2008.03.025
  • Huck, N. (2010). Pairs trading and outranking: The multi-step- ahead forecasting case. European Journal of Operational Research, 207(3), 1702-1716. https://doi.org/10.1016/j.ejor.2010.06.043
  • Huck, N. (2013). The high sensitivity of pairs trading returns. Applied Economics Letters, 20(14), 1301-1304. https://doi.org/10.1080/13504851.2013.802121
  • Huck, N. (2015). Pairs trading: does volatility timing matter?. Applied economics, 47(57), 6239-6256. https://doi.org/10.1080/00036846.2015.1068923
  • Jacobs, H. ve Weber, M. (2015). On the determinants of pairs trading profitability. Journal of financial markets, 23, 75-97. https://doi.org/10.1016/j.finmar.2014.12.001
  • Jurek, J. W. ve Yang, H. (2007, April). Dynamic portfolio selection in arbitrage. In EFA 2006 meetings paper. Available at SSRN: https://ssrn.com/abstract=882536 or http://dx.doi.org/10.2139/ssrn.882536
  • Krauss, C. ve Stübinger, J. (2017). Non-linear dependence modelling with bivariate copulas: Statistical arbitrage pairs
  • trading on the S&P 100. Applied Economics, 49(52), 5352-5369. https://doi.org/10.1080/00036846.2017.1305097
  • Liu, J. ve Timmermann, A. (2013). Optimal convergence trade strategies. The Review of Financial Studies, 26(4), 1048-1086. https://doi.org/10.1093/rfs/hhs130
  • Muslumov, A., Yuksel, A. ve Yuksel, S. A. (2009). The profitability of pairs trading in an emerging market setting: evidence from the Istanbul stock exchange. Empirical Economics Letters, 8(5), 1-6.
  • Papadakis, G. ve Wysocki, P. (2007). Pairs trading and
  • accounting information. Boston university and mit working paper.
  • Perlin, M. S. (2009). Evaluation of pairs-trading strategy at the Brazilian financial market. Journal of Derivatives & Hedge Funds, 15, 122-136. https://doi.org/10.1057/jdhf.2009.4
  • Rad, H., Low, R. K. Y. ve Faff, R. (2016). The profitability of pairs trading strategies: distance, cointegration and copula methods. Quantitative Finance, 16(10), 1541-1558. https://doi.org/10.1080/14697688.2016.1164337
  • Smith, R. T., & Xu, X. (2017). A good pair: alternative pairs- trading strategies. Financial Markets and Portfolio Management, 31, 1-26. https://doi.org/10.1007/s11408-016-0280- x
  • Wang, J. J., Lee, J. P., & Zhao, Y. (2018). Pair-trading profitability and short-selling restriction: Evidence from the Taiwan stock market. International Review of Economics & Finance, 55, 173- 184. https://doi.org/10.1016/j.iref.2017.07.021
  • Vidyamurthy, G. (2004). Pairs trading: Quantitative methods and analysis (Vol. 217). John Wiley & Sons.
There are 31 citations in total.

Details

Primary Language Turkish
Subjects Finance
Journal Section Research Articles
Authors

Çiğdem Yerli 0000-0001-7629-7064

Early Pub Date May 29, 2025
Publication Date May 30, 2025
Submission Date October 13, 2024
Acceptance Date December 22, 2024
Published in Issue Year 2025 Issue: 41

Cite

APA Yerli, Ç. (2025). BIST 100 ENDEKSİNDE İKİLİ ALIM-SATIM STRATEJİSİ: UZAKLIK METODUNUN ETKİNLİĞİ VE EŞİK SEVİYELERİNİN ROLÜ. Mehmet Akif Ersoy University Journal of Social Sciences Institute(41), 103-119. https://doi.org/10.20875/makusobed.1566348