Türk hisse senedi piyasalarının etkinliğinin incelenmesi: Çoklu yapısal kırılmalara dayalı bir analiz

Bu çalışmada Türk hisse senedi piyasalarının zayıf formda etkin olup olmadığı çoklu yapısal kırılmalar dikkate alınarak incelenmiştir. Hisse senedi piyasalarını temsilen BIST100, BIST30, BIST Mali, BIST Sınai ve BIST Hizmet endeksleri kullanılmıştır. Serilerde yapısal kırılma olup olmadığı Perron ve Yabu (2009) testi ile incelenmiştir. Yapısal kırılma sayılarının tespitinde Bai ve Perron (199 8, 2003) testinden yararlanılmıştır. Hisse senedi piyasalarının etkin olup olmadığı ise Carrion- i Silve stre vd. (2009) çoklu yapısal kırılmalı birim kök testi ile incelenmiştir. Bu test serilerin sabit terim ve trendinde beş yapısal kırılmaya izin verebilmektedir. Çalışma bulguları Türk hisse senedi piyasalarının zayı f formda etkin olduğuna işaret etmektedir. Dolayısıyla geçmiş dönem bilgilerine ve fiyat hareketlerine bağlı olarak hisse senedi piyasalarında sürekli olarak normalin üzerinde (abnormal) bir getiri elde etmenin pek mümkün olmadığı ifade edilebilir.

Examining the efficiency of the Turkish stock market: A multiple structural break analysis

This study examines the weak-form efficiency of Turkish stock market, investigating the following indices under multiple structural breaks: BIST National, BIST30, BIST Financials, BIST Industrials and BIST Services. First, the test of Peron and Yabu (2009) is employed to detect whether the series has structural breaks, and then the Bai and P erron (1998; 2003) multiple -structural-break test is applied in order to determine the number of structural breaks. Lastly, the Carrion -i Silvestre et al. (2009) unit root test with multiple structural breaks is used to examine whether stock indices follow a random walk or mean reversion process. The Carrion- i Silvestre et al. (2009) unit- root test allows up to five breaks both at the level and the slope of the time trend of the series. Results show that the Turkish stock market is weak-form efficient. This implies that investors cannot get consistently abnormal profit based on past information or price movements of the stock indices considered here.

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  • Atan, M., Özdemir, Z.A., Duman, S., Kayacan, M., Boztosun, D. (2006). İMKB’nin Etkinlik Düzeyinin Zaman Serisi Ekonometrisi i le Analizi. [Analysis of Efficiency Degree of ISE with Econometrics of Time Series]. 10.Ulusal Finans Sempozyumu, Dokuz Eylül Üniversitesi, İzmir.
  • Bai, J. ve Perron, P. (1998). Estimating and Testing Linear Models With Multiple Structural Changes . Econometrica, 66 (1), 47- 78.
  • Bai, J. ve Perron, P. (2003). Computition and Analysis of Multiple Structural Change Models. Journal of Applied Econometrics, 18 (1), 1 -22.
  • Balaban, E. (1995). Informational Efficiency of the Istanbul Securities Exchange and Some Rationale for Public Regulation. The Central Bank of the Republic of the Turkey Research Department, Discussion Paper, No: 9502,1 -28.
  • Balaban, E., Candemir, H.B. ve Kunter, K. (1996). Stock Market Efficiency In A Developing Economy: Evidence From Turkey. The Central Bank of The Republic of the Turkey Research Department, Discussion Paper, No: 9612.
  • Buguk, C. ve Brorsen, B.D. (2 003). Testing Weak-Form Market Efficiency : Evidence from the Istanbul Stock Exchange. International Review of Financial Analysis, 12(5), 579-590.
  • Carrion-i Silvestre, J.L., Kim, D. ve Perron, P. (2009). GLS -Based Unit Root Tests with Multiple Structural Breaks under both Null and Alternative Hypotheses. Econometric Theory, 25 (6), 1754-1792.
  • Ch arles, A. ve Darne, O. (2009). The Random Walk Hypothesis for Chinese Stock Markets : Evidence from Variance Ratio Tests. Economic Systems, 33, 117–126.
  • Chaudhuri, K . ve Wu, Y. (2003). Random Walk versus Breaking Trend in Stock Prices : E vidence From Emerging Markets. Journal of Banking & Finance , 27, 575–592.
  • Çağlı, E.Ç. ve Mandacı, P.E. (2013). The Long-Run Relationship Between the Spot and Future Markets Under Multiple Regime-Shifts: Evidence from Turkish Derivarives Exchange. Expert Systems with Applications, 40, 4206-4212.
  • Fama, E. F. (1970). Efficient Capital Markets: A Review of Theory and Emprical Work. Journal of Finance, 25 (2), 383- 417.
  • Fang, W. ve Miller, S.M. (2009). Modeling the Volatility of Real GDP Growth: The Case of Japan Revisited. Japan and the World Economy, 21, 312– 324.
  • Gómez-Loscos, A., Montañés, A. ve Gadea, M.D. (2011). The Impact of Oil Shocks on the Spanish Economy. Energy Economics, 33,1070 -1081.
  • Gozbasi, O., Kucukkaplan, I. ve Nazlioglu, S. (2014). Re-Examining The Turkish Stock Market Efficiency : Evidence From Nonlinear Unit Root Tests. Economic Modelling, 38, 381 –384.
  • Hasanov, M. (2009). Is South Korea's Stock Market Efficient ? Evidence From a Nonlinear Unit Root Test. Applied Economics Letters, 16, 163 –167.
  • Hasanov, M. (2009). A Note on Efficiency of Australian and New Zealand Stock Markets. Applied Economics, 41, 269 –273.
  • Jung, R.C. ve Maderitsch, R. (2014). Structural Breaks in Volatility Spillovers Between International Financial Markets : Contagion or Mere Interdependence ?. Journal of Banking and Finance, 47, 331 - 342.
  • Kasman, A. ve Kırkulak, B. (2007). Türk Hisse Senedi Piyasaları Etkin mi ?. Yapısal Kırılmalı Birim Kök Testlerinin Uygulanması. İktisat, İşletme ve Finans, 22 (253), 67- 78.
  • Lee, C.C., Lee, J.D. ve Lee, C.C. (2010). Stock Prices and Efficient Market Hypothesis : Evidence From a Panel Stationary Test With Structural Breaks. Japon and World Economy, 22, 49-58.
  • Liu J., Wu, S. ve Zidek J.V. (1997). On Segmented Multivariate Regressions. Statistica Sinica, 7: 497 – 525.
  • Loc, T.D., Lanjouw, G. ve Lensink, R. (2010). Stock-Market Efficiency in Thin-Trading Markets : The Case of The Vietnamese Stock Market . A pplied Economics, 42, 3519–3532.
  • Maki, D. (2012). Tests For Cointegration Allowing for an Unknown Number Of Breaks. Economic Modeling, 29, 2011 -2015.
  • Maslyuk, S. ve Smyth, R. (2008). Unit Root Properties of Crude Oil Spot and Future Prices. Energy Policy, 36, 2591 -2600.
  • Mensia, W., Hammoudehb, S. ve Yoon, S.M. (2014). How Do OPEC News and Structural Breaks Impact Returns and Volatility in Crude Oil Markets ?. Further Evidence From a Long Memory Process. Energy Economics, 42, 343–354.
  • Mishra, A. ve Mish raIs, V. (2011). Is the Indian Stock Market Efficient ?. Evidence From a TAR Model with an Autoregressive Unit Root. Applied Economics Letters, 18, 467–472.
  • Murthy, V., Washer, K. ve Wingender, J. (2011). Are Stock Prices in The US Nonstationary?. Evidence From Contemporary Unit Root Tests. Applied Financial Economics, 21, 1703–1709.
  • Narayan, P.K. (2005). Are The Australian and New Zealand Stock Prices Nonlinear with a Unit Root ? Applied Economics, 37, 2161 –2166.
  • Narayan, P.K. ve Smyth, R. (2005). Are OECD Stock Prices Characterized by a Random Walk ?. Evidence From Sequential Trend Break and Panel Data Models. Applied Financial Economics, 15, 547–556.
  • Narayan, P.K. ve Smyth, R. (2007). Mean Reversion versus Random Walk in G7 Stock Prices: Evidence From Multiple Trend Break Unit Root Tests. Journal of International Financial Markets,Institutions and Money, 17, 152-166.
  • Narayan, P.K. ve Liu , R. (2011). Are Shocks to Commodity Prices Persistent ?. Appled Energy, 88, 409- 416.
  • Noguera, J. (2013). Oil Prices : Breaks and Trends. Energy Economics, 37, 60- 67.
  • Ozdemir, Z.A. (2011). Efficient Market Hypothesis: Evidence from a Small Open-Economy. Applied Economics, 40, 633-641.
  • Özcan, B. ve Yılancı, V. (2009). Türk Hisse Senedi Piyasasının Zayıf Formda Etkinliğinin Testi. İktisat , İşletme ve Finans, 24 (274), 110 -115.
  • Perron, P. ve Yabu, T. (2009). Testing for Shifts in Trend with an Integrated or Stationary Noise Component. Journal of Business & Economic Statistics, 27 (3), 369- 396.
  • Phengpis, C. (2006). Are Emerging Stock Market Price Indices Really Stationary ?. Applied Financial Economics, 16, 931 -939.
  • Rejeb, A.B. ve Boughrara, A. (2013). Financial Liberalization and Stock Markets Efficiency : New Evidence From Emerging Economies. Emerging Markets Review , 17, 186–208.
  • Rizvi, S.A.R., Dewandaru, G., Bacha, O., ve Masih, M. (2014). An Analysis of Stock Market Efficiency : Developed vs Islamic Stock Markets Using MF -DFA. Physica A , 407, 86–99.
  • Seddighi, H.R. ve Nian, W. (2004). The Chinese Stock Exchange Market: Operations and Efficiency. Applied Financial Economics, 14, 785–797.
  • Tiwari, A.K. ve Kyophilavong, P. (2014). New Evidence From The Random Walk Hypothesis for BRICS Stock Indices : A Wavelet Unit Root Test Approach. Economic Modelling, 43, 38–41.
  • Yao, Y.C. (1988). Estimating the Number of Change -Points via Schwarz’ Criterion. Statistics and Probability Letters, 6 (3), 181 –189.
  • Zeren, F.Kara, H. ve Arı, A. (2013). Piyasa Etkinliği Hipotezi: İMKB İçin Ampirik Bir Analiz. Dumlupınar Üniversitesi Sosyal Bilimler Dergisi, 36, 141 -148.