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FAMA-FRENCH THREE-FACTOR ASSET PRICING MODEL IN BORSA ISTANBUL: INCLUDING TWO ADDITIONAL FACTORS IN THE MODEL

Yıl 2025, Cilt: 23 Sayı: 1, 233 - 265
https://doi.org/10.11611/yead.1593464

Öz

This paper first examines the validity of the Fama-French three-factor asset pricing model (FF3F) in the Borsa Istanbul (BIST). Subsequently, the model's validity is demonstrated, and two additional factors—trading volume and exchange rate—are incorporated in conjunction with the conventional factors employed in the FF3F model: market risk, size, and value. This is achieved by utilizing daily data from 70 listed firms included in the highly representative BIST-100 index from January 2010 to December 2019. The regression estimations indicate that the FF3F model is a valid representation of the BIST, both before and after the inclusion of additional factors. We demonstrate that it effectively captures the risk-return dynamics for market portfolios in the BIST. Furthermore, we show that incorporating trading volume and exchange rate factors enhances the model’s accuracy.


JEL Codes: G10, G11, G12.

Kaynakça

  • Abbondante, P. (2010) “Trading Volume and Stock Indices: A Test of Technical Analysis”, American Journal of Economics and Business Administration, 2(3), 287. Https://Doi:10.3844/Ajebasp.2010.287.292.
  • Abd-Alla, M. H., and Sobh, M. (2020) “Empirical Test of Fama And French Three-Factor Model In The Egyptian Stock Exchange”, Financial Assets And Investing, 11(2), 5-18. Https://Doi:10.5817/FAI2020-2-1.
  • Acaravci, L. K., and Y. Karaomer. (2017) “Fama-French Five Factor Model: Evidence from Turkey”, International Journal of Economics and Financial Issues, 7(6), 130-137. Https://Www.Proquest.Com/Scholarly-Journals/Fama-French-Five-Factor-Model-Evidence-Turkey/Docview/2270076787/Se-2
  • Ali, F., Khurram, M. U., and Jiang, Y. (2021) “The Five-Factor Asset Pricing Model Tests and Profitability and Investment Premiums: Evidence from Pakistan”, Emerging Markets Finance and Trade, 57(9), 2651-2673. Https://Ssrn.Com/Abstract=3718569.
  • Banz, R. W. (1981) “The Relationship Between Return and Market Value of Common Stocks”, Journal of Financial Economics, 9(1), 3-18. Https://Doi.Org/10.1016/0304-405X(81)90018-0.
  • Bianconi, M., Maclachlan, S., and Sammon, M. (2015) “Implied Volatility and The Risk-Free Rate of Return In Options Markets”, The North American Journal of Economics and Finance, 31, 1-26. Https://Doi.Org/10.1016/J.Najef.2014.10.003.
  • Black, F., and Scholes, M. (1973) “The Valuation of Options and Corporate Liabilities”, Journal of Political Economy, 81(3), 637-654. Https://Www.Jstor.Org/Stable/1831029.
  • Carhart, M. M. (1997) “On Persistence in Mutual Fund Performance”, The Journal of Finance, 52(1), 57-82. Https://Www.Jstor.Org/Stable/2329556.
  • Çebi, C. (2012) “The Interaction Between Monetary and Fiscal Policies in Turkey: An Estimated New Keynesian DSGE Model”, Economic Modelling, 29(4), 1258-1267. Https://Doi.Org/10.1016/J.Econmod.2012.04.014.
  • Chandrapala, P. (2011) “The Relationship Between Trading Volume and Stock Returns”, Journal Of Competitiveness, 3(3) Https://Www.Proquest.Com/Scholarly-Journals/Relationship-Between-Trading-Volume-Stock-Returns/Docview/1315219062/Se-2
  • Clarke, R., Silva, H., and Thorley, S. (2014) “The Not-So-Well-Known Three-And-One-Half-Factor Model”, Financial Analysts Journal, 70, 13 - 23. Https://Doi.Org/10.2469/Faj.V70.N5.3.
  • Çürük, T. (2001) “An Analysis of Factors Influencing Accounting Disclosure in Turkey”, Istanbul Menkul Kıymetler Borsası. Https://Library.Ciu.Edu.Tr/Cgi-Bin/Koha/Opac-Marcdetail.Pl?Biblionumber=33022.
  • Doğan, M., Kevser, M., and Leyli Demirel, B. (2022) “Testing the Augmented Fama–French Six-Factor Asset Pricing Model with Momentum Factor for Borsa Istanbul”, Discrete Dynamics in Nature and Society, 2022. Https://Doi.Org/10.1155/2022/3392984.
  • Donnelly, R. (2014) “The Book-To-Market Ratio, Optimism, and Valuation”, Journal of Behavioral and Experimental Finance, 4, 14-24. Https://Doi.Org/10.1016/J.JBEF.2014.10.002.
  • Drew, M., and Veeraraghavan, M. (2002) “A Closer Look at The Size and Value Premium in Emerging Markets: Evidence from the Kuala Lumpur Stock Exchange”, Asian Economic Journal, 16, 337-351. Https://Doi.Org/10.1111/1467-8381.00156.
  • Endri, E., Abidin, Z., Simanjuntak, T. P., and Nurhayati, I. (2020) “Indonesian Stock Market Volatility: GARCH Model”, Montenegrin Journal of Economics, 16(2), 7-17. Https://Doi:10.14254/1800-5845/2020.16-2.1.
  • Eraslan, V. (2013) “Fama and French Three-Factor Model: Evidence from Borsa İstanbul”, Business and Economics Research Journal, 4(2), 11. Https://Ideas.Repec.Org/A/Ris/Buecrj/0116.Html.
  • Erdinç, Y. (2017) “Comparison Of CAPM, Three-Factor Fama-French Model, And Five-Factor Fama-French Model for The Turkish Stock Market”, Financial Management from An Emerging Market Perspective, 69, 92. Https://Doi:10.5772/Intechopen.70867.
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  • Fama, E. F., and French, K. R. (1993) “Common Risk Factors in The Returns on Stocks and Bonds”, Journal of Financial Economics, 33(1), 3-56. Https://Doi.Org/10.1016/0304-405X(93)90023-5.
  • Fama, E. F., and French, K. R. (2008). Dissecting Anomalies. The Journal of Finance, 63(4), 1653-1678. Https://Doi.Org/10.1111/J.1540-6261.2008.01371.X.
  • Fama, E. F., and French, K. R. (2015) “A Five-Factor Asset Pricing Model”, Journal of Financial Economics, 116(1), 1-22. Https://Doi.Org/10.1016/J.Jfineco.2014.10.010.
  • Gerald, R., Mercer, J., and Johnson, R. (1997) “New Evidence on Size and Price-To-Book Effects in Stock Returns”, Financial Analysts Journal, 53, 34-42. Https://Doi.Org/10.2469/FAJ.V53.N6.2128.
  • Gharghori, P., Chan, H., and Faff, R. (2007) “Are the Fama-French Factors Proxying Default Risk?”, Australian Journal of Management, 32, 223 - 249. Https://Doi.Org/10.1177/031289620703200204.
  • Gökgöz, F. (2007) “Testing the Asset Pricing Models in Turkish Stock Markets: CAPM Vs Three Factor Model”, International Journal of Economic Perspectives, 1(2).
  • Güler, A., İlhan, Ç., Bilal, Z., and Serkan, K. (2018) “A Comparison of The Performance of Fama-French Multifactor Asset Pricing Models: An Application on Borsa İstanbul”, Istanbul Business Research, 47(2), 183-207. Http://Dx.Doi.Org/10.26650/Ibr.2018.47.02.0026.
  • Hahn, J., and Lee, H. (2006) “Yield Spreads as Alternative Risk Factors for Size and Book-To-Market”, Journal of Financial and Quantitative Analysis, 41, 245 - 269. Https://Doi.Org/10.1017/S0022109000002052.
  • Kara, E. (2016) “Testing Fama and French's Three-Factor Asset Pricing Model: Evidence from Borsa Istanbul/Fama”, Cankırı Karatekin University Journal of The Faculty of Economics Et Admimistrative Sciences., 6(1), 257. Https://Doi:10.18074/Cnuiibf.327.
  • Karpoff, J. (1987) “The Relation Between Price Changes and Trading Volume: A Survey”, Journal of Financial and Quantitative Analysis, 22, 109 - 126. Https://Doi.Org/10.2307/2330874.
  • Kaya, E. (2021) “Relative Performances of Asset Pricing Models for BIST 100 Index”, Spanish Journal of Finance and Accounting/Revista Española De Financiación Y Contabilidad, 50(3), 280-301. Https://Doi.Org/10.1080/02102412.2020.1801169.
  • Kumar, S. (2023) “Exploratory Review of Esg Factor Attribution to The Portfolio Return in Fama-French Factor Model Framework”, Academy of Marketing Studies Journal, 27(3), 1-20. Https://Www.Abacademies.Org/Articles/Exploratory-Review-Of-Esg-Factor-Attribution-To-The-Portfolio-Return-In-Famafrench-Factor-Model-Framework-15711.Html.
  • Laborda, J., Laborda, R., and Olmo, J. (2016) “Investing in the Size Factor”, Quantitative Finance, 16, 100 - 85. Https://Doi.Org/10.1080/14697688.2015.1051098.
  • Lee, C. M., and Swaminathan, B. (2000) “Price Momentum and Trading Volume”, The Journal of Finance, 55(5), 2017-2069. Https://Www.Jstor.Org/Stable/222483.
  • Leite, A. L., Klotzle, M. C., Pinto, A. C. F., and Da Silveira Barbedo, C. H. (2020) “The Fama-French’s Five-Factor Model Relation with Interest Rates and Macro Variables”, The North American Journal of Economics and Finance, 53, 101197. Https://Doi.Org/10.1016/J.Najef.2020.101197.
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BORSA ISTANBUL'DA FAMA-FRENCH ÜÇ FAKTÖRLÜ VARLIK FİYATLAMA MODELİ: MODELE İKİ EK FAKTÖRÜN DAHİL EDİLMESİ

Yıl 2025, Cilt: 23 Sayı: 1, 233 - 265
https://doi.org/10.11611/yead.1593464

Öz

Bu çalışmada öncelikle Fama-French üç faktörlü varlık fiyatlama modelinin (FF3F) Borsa İstanbul'daki (ISE) geçerliliği incelenmektedir. Daha sonra, modelin geçerliliği gösterildikten sonra, FF3F modelinde kullanılan geleneksel faktörlerle (piyasa riski, büyüklük ve değer) birlikte iki ek faktör (işlem hacmi ve döviz kuru) modele dahil edilmektedir. Çalışmada kullanılan veriler, Türk sermaye piyasasında temsil gücü yüksek BIST-100 endeksinde yer alan 70 adet firmaya ilişkin Ocak 2010-Aralık 2019 dönemi günlük verilerdir. Regresyon tahminlerinin bulgularına dayanılarak, ek faktörlerin eklenmesinden önce ve sonra FF3F modelinin Borsa İstanbul'da geçerli olduğu sonucuna varılmış ve FF3F modelinin Borsa İstanbul'daki piyasa portföyleri için risk-getiri dinamiklerini etkili bir şekilde yakaladığı gösterilmiştir. Ayrıca, işlem hacmi ve döviz kuru faktörlerinin dahil edilmesinin modelin doğruluğunu artırdığı bulunmuştur.

Kaynakça

  • Abbondante, P. (2010) “Trading Volume and Stock Indices: A Test of Technical Analysis”, American Journal of Economics and Business Administration, 2(3), 287. Https://Doi:10.3844/Ajebasp.2010.287.292.
  • Abd-Alla, M. H., and Sobh, M. (2020) “Empirical Test of Fama And French Three-Factor Model In The Egyptian Stock Exchange”, Financial Assets And Investing, 11(2), 5-18. Https://Doi:10.5817/FAI2020-2-1.
  • Acaravci, L. K., and Y. Karaomer. (2017) “Fama-French Five Factor Model: Evidence from Turkey”, International Journal of Economics and Financial Issues, 7(6), 130-137. Https://Www.Proquest.Com/Scholarly-Journals/Fama-French-Five-Factor-Model-Evidence-Turkey/Docview/2270076787/Se-2
  • Ali, F., Khurram, M. U., and Jiang, Y. (2021) “The Five-Factor Asset Pricing Model Tests and Profitability and Investment Premiums: Evidence from Pakistan”, Emerging Markets Finance and Trade, 57(9), 2651-2673. Https://Ssrn.Com/Abstract=3718569.
  • Banz, R. W. (1981) “The Relationship Between Return and Market Value of Common Stocks”, Journal of Financial Economics, 9(1), 3-18. Https://Doi.Org/10.1016/0304-405X(81)90018-0.
  • Bianconi, M., Maclachlan, S., and Sammon, M. (2015) “Implied Volatility and The Risk-Free Rate of Return In Options Markets”, The North American Journal of Economics and Finance, 31, 1-26. Https://Doi.Org/10.1016/J.Najef.2014.10.003.
  • Black, F., and Scholes, M. (1973) “The Valuation of Options and Corporate Liabilities”, Journal of Political Economy, 81(3), 637-654. Https://Www.Jstor.Org/Stable/1831029.
  • Carhart, M. M. (1997) “On Persistence in Mutual Fund Performance”, The Journal of Finance, 52(1), 57-82. Https://Www.Jstor.Org/Stable/2329556.
  • Çebi, C. (2012) “The Interaction Between Monetary and Fiscal Policies in Turkey: An Estimated New Keynesian DSGE Model”, Economic Modelling, 29(4), 1258-1267. Https://Doi.Org/10.1016/J.Econmod.2012.04.014.
  • Chandrapala, P. (2011) “The Relationship Between Trading Volume and Stock Returns”, Journal Of Competitiveness, 3(3) Https://Www.Proquest.Com/Scholarly-Journals/Relationship-Between-Trading-Volume-Stock-Returns/Docview/1315219062/Se-2
  • Clarke, R., Silva, H., and Thorley, S. (2014) “The Not-So-Well-Known Three-And-One-Half-Factor Model”, Financial Analysts Journal, 70, 13 - 23. Https://Doi.Org/10.2469/Faj.V70.N5.3.
  • Çürük, T. (2001) “An Analysis of Factors Influencing Accounting Disclosure in Turkey”, Istanbul Menkul Kıymetler Borsası. Https://Library.Ciu.Edu.Tr/Cgi-Bin/Koha/Opac-Marcdetail.Pl?Biblionumber=33022.
  • Doğan, M., Kevser, M., and Leyli Demirel, B. (2022) “Testing the Augmented Fama–French Six-Factor Asset Pricing Model with Momentum Factor for Borsa Istanbul”, Discrete Dynamics in Nature and Society, 2022. Https://Doi.Org/10.1155/2022/3392984.
  • Donnelly, R. (2014) “The Book-To-Market Ratio, Optimism, and Valuation”, Journal of Behavioral and Experimental Finance, 4, 14-24. Https://Doi.Org/10.1016/J.JBEF.2014.10.002.
  • Drew, M., and Veeraraghavan, M. (2002) “A Closer Look at The Size and Value Premium in Emerging Markets: Evidence from the Kuala Lumpur Stock Exchange”, Asian Economic Journal, 16, 337-351. Https://Doi.Org/10.1111/1467-8381.00156.
  • Endri, E., Abidin, Z., Simanjuntak, T. P., and Nurhayati, I. (2020) “Indonesian Stock Market Volatility: GARCH Model”, Montenegrin Journal of Economics, 16(2), 7-17. Https://Doi:10.14254/1800-5845/2020.16-2.1.
  • Eraslan, V. (2013) “Fama and French Three-Factor Model: Evidence from Borsa İstanbul”, Business and Economics Research Journal, 4(2), 11. Https://Ideas.Repec.Org/A/Ris/Buecrj/0116.Html.
  • Erdinç, Y. (2017) “Comparison Of CAPM, Three-Factor Fama-French Model, And Five-Factor Fama-French Model for The Turkish Stock Market”, Financial Management from An Emerging Market Perspective, 69, 92. Https://Doi:10.5772/Intechopen.70867.
  • Fama, E. F., and French, K. R. (1992) “The Cross‐Section of Expected Stock Returns”, The Journal of Finance, 47(2), 427-465. Http://Www.Jstor.Com/Stable/2329112.
  • Fama, E. F., and French, K. R. (1993) “Common Risk Factors in The Returns on Stocks and Bonds”, Journal of Financial Economics, 33(1), 3-56. Https://Doi.Org/10.1016/0304-405X(93)90023-5.
  • Fama, E. F., and French, K. R. (2008). Dissecting Anomalies. The Journal of Finance, 63(4), 1653-1678. Https://Doi.Org/10.1111/J.1540-6261.2008.01371.X.
  • Fama, E. F., and French, K. R. (2015) “A Five-Factor Asset Pricing Model”, Journal of Financial Economics, 116(1), 1-22. Https://Doi.Org/10.1016/J.Jfineco.2014.10.010.
  • Gerald, R., Mercer, J., and Johnson, R. (1997) “New Evidence on Size and Price-To-Book Effects in Stock Returns”, Financial Analysts Journal, 53, 34-42. Https://Doi.Org/10.2469/FAJ.V53.N6.2128.
  • Gharghori, P., Chan, H., and Faff, R. (2007) “Are the Fama-French Factors Proxying Default Risk?”, Australian Journal of Management, 32, 223 - 249. Https://Doi.Org/10.1177/031289620703200204.
  • Gökgöz, F. (2007) “Testing the Asset Pricing Models in Turkish Stock Markets: CAPM Vs Three Factor Model”, International Journal of Economic Perspectives, 1(2).
  • Güler, A., İlhan, Ç., Bilal, Z., and Serkan, K. (2018) “A Comparison of The Performance of Fama-French Multifactor Asset Pricing Models: An Application on Borsa İstanbul”, Istanbul Business Research, 47(2), 183-207. Http://Dx.Doi.Org/10.26650/Ibr.2018.47.02.0026.
  • Hahn, J., and Lee, H. (2006) “Yield Spreads as Alternative Risk Factors for Size and Book-To-Market”, Journal of Financial and Quantitative Analysis, 41, 245 - 269. Https://Doi.Org/10.1017/S0022109000002052.
  • Kara, E. (2016) “Testing Fama and French's Three-Factor Asset Pricing Model: Evidence from Borsa Istanbul/Fama”, Cankırı Karatekin University Journal of The Faculty of Economics Et Admimistrative Sciences., 6(1), 257. Https://Doi:10.18074/Cnuiibf.327.
  • Karpoff, J. (1987) “The Relation Between Price Changes and Trading Volume: A Survey”, Journal of Financial and Quantitative Analysis, 22, 109 - 126. Https://Doi.Org/10.2307/2330874.
  • Kaya, E. (2021) “Relative Performances of Asset Pricing Models for BIST 100 Index”, Spanish Journal of Finance and Accounting/Revista Española De Financiación Y Contabilidad, 50(3), 280-301. Https://Doi.Org/10.1080/02102412.2020.1801169.
  • Kumar, S. (2023) “Exploratory Review of Esg Factor Attribution to The Portfolio Return in Fama-French Factor Model Framework”, Academy of Marketing Studies Journal, 27(3), 1-20. Https://Www.Abacademies.Org/Articles/Exploratory-Review-Of-Esg-Factor-Attribution-To-The-Portfolio-Return-In-Famafrench-Factor-Model-Framework-15711.Html.
  • Laborda, J., Laborda, R., and Olmo, J. (2016) “Investing in the Size Factor”, Quantitative Finance, 16, 100 - 85. Https://Doi.Org/10.1080/14697688.2015.1051098.
  • Lee, C. M., and Swaminathan, B. (2000) “Price Momentum and Trading Volume”, The Journal of Finance, 55(5), 2017-2069. Https://Www.Jstor.Org/Stable/222483.
  • Leite, A. L., Klotzle, M. C., Pinto, A. C. F., and Da Silveira Barbedo, C. H. (2020) “The Fama-French’s Five-Factor Model Relation with Interest Rates and Macro Variables”, The North American Journal of Economics and Finance, 53, 101197. Https://Doi.Org/10.1016/J.Najef.2020.101197.
  • Lintner, J. (1965) “The Valuation of Risk Assets and The Selection of Risky Investments in Stock Portfolios and Capital Budgets”, The Review of Economics and Statistics, 47(1), 13–37. Https://Doi.Org/10.2307/1924119.
  • Liu, J., Stambaugh, R. F., and Yuan, Y. (2019) “Size and Value in China” Journal of Financial Economics, 134(1), 48-69. Https://Doi.Org/10.1016/J.Jfineco.2019.03.008.
  • Marquering, W., and Verbeek, M. (2004) “The Economic Value of Predicting Stock Index Returns and Volatility”, Journal of Financial and Quantitative Analysis, 39(2), 407-429. Https://Www.Jstor.Org/Stable/30031862.
  • Michou, M., and Zhou, H. (2016) “On the Information Content of New Asset Pricing Factors in the UK”, Working Paper). Edinburgh: University Of Edinburgh.
  • Naffa, H., and Fain, M. (2022) “A Factor Approach to The Performance of ESG Leaders And Laggards”, Finance Research Letters, 44, 102073. Https://Doi.Org/10.1016/J.Frl.2021.102073.
  • Nobre, J., and Singer, J. (2007). Residual Analysis for Linear Mixed Models. Biometrical Journal, 49. Https://Doi.Org/10.1002/BIMJ.200610341.
  • Novy-Marx, R. (2013). The Other Side of Value: The Gross Profitability Premium. Journal Of Financial Economics, 108(1), 1-28 Https://Doi.Org/10.1016/J.Jfineco.2013.01.003.
  • Opuodho, G. O., Olweny, T. O., and Nasieku, T. M. (2018). Bid Ask Spread and Fama- French Three Factor Model on Excess Return. An Empirical Evidence at Nairobi Securities Exchange. Journal Of Finance And Investment Analysis, 7(4) Https://Www.Proquest.Com/Scholarly-Journals/Bid-Ask-Spread-Fama-French-Three-Factor-Model-On/Docview/2573396389/Se-2.
  • Ozkan, N. (2018). Fama-French Five Factor Model and The Necessity 0f Value Factor: Evidence from Borsa İstanbul. Pressacademia Procedia, 8(1), 14-17. Https://Doi.Org/10.17261/Pressacademia.2018.972.
  • Paliienko, O., Naumenkova, S., and Mishchenko, S. (2020). An Empirical Investigation of The Fama-French Five-Factor Model. Investment Management and Financial Innovations, 17(1), 143-155. Http://Dx.Doi.Org/10.21511/Imfi.17(1).2020.13.
  • Plastira, S. (2017). Measuring Portfolio Risk: How Size, Book-To-Market and Prior Portfolio Returns Are Related To Their Risk-Adjusted Performance?, International Journal of Computational Economics And Econometrics, 7, 302-320. Https://Doi.Org/10.1504/IJCEE.2017.10002575.
  • Qadan, M., and Jacob, M. (2022). The Value Premium and Investors' Appetite for Risk. International Review of Economics and Finance, 82, 194-219. Https://Doi.Org/10.1016/J.Iref.2022.06.014.
  • Reddy, T. S. B., Subadar, R., and Sahu, P. R. (2010) “Outage Probability of SC Receiver Over Exponentially Correlated K Fading Channels”, IEEE Communications Letters, 14(2), 118-120. Https://Doi.Org/10.1109/LCOMM.2010.02.091749.
  • Roy, R., and Shijin, S. (2018) “A Six-Factor Asset Pricing Model”, Borsa Istanbul Review, 18(3), 205-217. Https://Doi.Org/10.1016/J.Bir.2018.02.00.
  • Shalaei, S. (2017) “Studying the Impact of Accruals Quality and Market Risk Premium on Stock Return Excess Using Fama-French Three Factor Model”, Journal Of Programming Languages, 10, 114. Https://Doi.Org/10.5539/Jpl.V10n2p114.
  • Shanaev, S., and Ghimire, B. (2022) “When ESG Meets AAA: The Effect of ESG Rating Changes on Stock Returns”, Finance Research Letters, 46, 102302. Https://Doi.Org/10.1016/J.Frl.2021.102302.
  • Sharpe, W. F. (1964) “Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk”, The Journal of Finance, 19(3), 425-442. Https://Doi/Pdf/10.1111/J.1540-6261.1964.Tb02865.X.
  • Sunarsih, S. (2020) “The Effects of Fama-French Five Factor and Momentum Factor on Islamic Stock Portfolio Excess Return Listed In ISSI”, Jurnal Ekonomi and Keuangan Islam, 119-13. Https://Doi.Org/10.20885/Jeki.Vol6.Iss2.Art4.
  • Titman, S., Wei, K. J., and Xie, F. (2004) “Capital Investments and Stock Returns”, Journal of Financial and Quantitative Analysis, 39(4), 677-700. Https://Doi.Org/10.1017/S0022109000003173.
  • Zahra, S., Ireland, R., and Hitt, M. (2000) “International Expansion by New Venture Firms: International Diversity, Mode of Market Entry, Technological Learning, And Performance”, Academy of Management Journal, 43, 925-950. Https://Doi.Org/10.2307/1556420.
  • Zeren, F., Yilmaz, T., and Belke, M. (2019) “Testing the Validity of Fama French Five Factor Asset Pricing Model: Evidence from Turkey”, Financial Studies, 23(2 (84)), 98-113. Https://Hdl.Handle.Net/10419/231679.
  • Zhao, W. (2023) “Cryptocurrency Trading: From Single-Factor Model to Multifactor Model by Taking Long-Short Strategies (Master's Thesis)”, Universidade De Lisboa (Portugal.
  • Zhou, D., and Zhou, R. (2021) “ESG Performance and Stock Price Volatility in Public Health Crisis: Evidence From COVID-19 Pandemic”, International Journal of Environmental Research and Public Health, 19(1), 202. Https://Doi.Org/10.3390/Ijerph19010202.
Toplam 57 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Finans
Bölüm Makaleler
Yazarlar

Muhammad Muddasir 0000-0003-1116-4329

Gülşah Kulalı 0000-0001-7843-0965

Erken Görünüm Tarihi 24 Mart 2025
Yayımlanma Tarihi
Gönderilme Tarihi 1 Aralık 2024
Kabul Tarihi 4 Mart 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 23 Sayı: 1

Kaynak Göster

APA Muddasir, M., & Kulalı, G. (2025). FAMA-FRENCH THREE-FACTOR ASSET PRICING MODEL IN BORSA ISTANBUL: INCLUDING TWO ADDITIONAL FACTORS IN THE MODEL. Yönetim Ve Ekonomi Araştırmaları Dergisi, 23(1), 233-265. https://doi.org/10.11611/yead.1593464
AMA Muddasir M, Kulalı G. FAMA-FRENCH THREE-FACTOR ASSET PRICING MODEL IN BORSA ISTANBUL: INCLUDING TWO ADDITIONAL FACTORS IN THE MODEL. Yönetim ve Ekonomi Araştırmaları Dergisi. Mart 2025;23(1):233-265. doi:10.11611/yead.1593464
Chicago Muddasir, Muhammad, ve Gülşah Kulalı. “FAMA-FRENCH THREE-FACTOR ASSET PRICING MODEL IN BORSA ISTANBUL: INCLUDING TWO ADDITIONAL FACTORS IN THE MODEL”. Yönetim Ve Ekonomi Araştırmaları Dergisi 23, sy. 1 (Mart 2025): 233-65. https://doi.org/10.11611/yead.1593464.
EndNote Muddasir M, Kulalı G (01 Mart 2025) FAMA-FRENCH THREE-FACTOR ASSET PRICING MODEL IN BORSA ISTANBUL: INCLUDING TWO ADDITIONAL FACTORS IN THE MODEL. Yönetim ve Ekonomi Araştırmaları Dergisi 23 1 233–265.
IEEE M. Muddasir ve G. Kulalı, “FAMA-FRENCH THREE-FACTOR ASSET PRICING MODEL IN BORSA ISTANBUL: INCLUDING TWO ADDITIONAL FACTORS IN THE MODEL”, Yönetim ve Ekonomi Araştırmaları Dergisi, c. 23, sy. 1, ss. 233–265, 2025, doi: 10.11611/yead.1593464.
ISNAD Muddasir, Muhammad - Kulalı, Gülşah. “FAMA-FRENCH THREE-FACTOR ASSET PRICING MODEL IN BORSA ISTANBUL: INCLUDING TWO ADDITIONAL FACTORS IN THE MODEL”. Yönetim ve Ekonomi Araştırmaları Dergisi 23/1 (Mart 2025), 233-265. https://doi.org/10.11611/yead.1593464.
JAMA Muddasir M, Kulalı G. FAMA-FRENCH THREE-FACTOR ASSET PRICING MODEL IN BORSA ISTANBUL: INCLUDING TWO ADDITIONAL FACTORS IN THE MODEL. Yönetim ve Ekonomi Araştırmaları Dergisi. 2025;23:233–265.
MLA Muddasir, Muhammad ve Gülşah Kulalı. “FAMA-FRENCH THREE-FACTOR ASSET PRICING MODEL IN BORSA ISTANBUL: INCLUDING TWO ADDITIONAL FACTORS IN THE MODEL”. Yönetim Ve Ekonomi Araştırmaları Dergisi, c. 23, sy. 1, 2025, ss. 233-65, doi:10.11611/yead.1593464.
Vancouver Muddasir M, Kulalı G. FAMA-FRENCH THREE-FACTOR ASSET PRICING MODEL IN BORSA ISTANBUL: INCLUDING TWO ADDITIONAL FACTORS IN THE MODEL. Yönetim ve Ekonomi Araştırmaları Dergisi. 2025;23(1):233-65.