Araştırma Makalesi
BibTex RIS Kaynak Göster

VOLATILITY STRUCTURE OF STOCK PRICE INDEX AND EXCHANGE RATES: CASUALITY ANALYSIS FOR TURKEY

Yıl 2018, Cilt: 9 Sayı: 24, 330 - 349, 31.12.2018

Öz

Volatility in finance is used as a concept of uncertainty, change and fluctuation as well as a measure of risk. Recently, rapid rises and falls of exchange rates and BIST Stock Index unfold the concept of volatility. The purpose of the study is to reveal the volatility structure of Turkish stock exchange market and exchange rates and also to determine the relationship between the stock exchange index and exchange rates. In the studies conducted in the field of finance, there is usually a one-way or two-way relationship between stock markets and exchange rates. However, there is no consensus on the structure of this relationship. The aim of this study is to determine the relationship between stock price index and exchange rates. Two hypothesis will be tested in the study: Is there a cointegration relationship (long‐term equilibrium) and causality between the exchange rate and stock prices in Turkey? ARCH family models which are widely used in literature are tested using BIST 100 index, EURO/TL selling rate and USD/TL selling rate. Results of the study show that there is volatility in all of the series. Furthermore, causality test show that the value of the variables are linked each other.

Kaynakça

  • Abdalla I. and Murinde V., (1997). “Exchange Rate and Stock Price Interactions in Emerging Financial Markets: Evidence on India, Korea, Pakistan and Philippines”, Applied Financial Economics, 7, pp. 25 – 35.
  • Agrawal, G., Srivastav, A. K., and Srivastava, A. (2010). “A Study of Exchange Rates Movement and StockMarket Volatility”, International Journal of Business and Management, 5(12), pp. 62-73.
  • Akel, V. (2015), “Kırılgan Beşli Ülkelerinin Hisse Senedi Piyasaları Arasındaki Eşbütünleşme Analizi”, International Journal of Management Economics & Business, 11(24), s.75-96.
  • Alexander, C. (2008), Market Risk Analysis, Value at Risk Models, John Wiley & Sons.
  • Ashaolu T.O and Ogunmuyiwa M. S (2011), “An Econometric Analysis of the Impact of Macro Economic Variables on Stock market movement in Nigeria”, Journal of Business Management 3(1) pp. 72-78.
  • Bahmani-Oskooee, M., and Sohrabian, A. (1992), “Stock Prices And The Effective Exchange Rate of the Dollar”, Applied Economics, 24, pp. 459–464.
  • Bolgün, K. E., and Akçay, M. B. (2009). Risk Yönetimi: Gelişmekte Olan Türk Finans Piyasasında Entegre Risk Ölçüm ve Yönetim Uygulamaları, Scala Press, İstanbul.
  • Bollerslev, T. (1986), “Generalized Autoregressive Conditional Heteroskedasticity”, Journal of Econometrics, 37, pp. 307-327.
  • Bollerslev, T., Chou, R. Y., and Kroner, K. F. (1992) “ARCH Modeling In Finance: A Review Of The Theory and Empirical Evidence”, Journal Of Econometrics, 52(1-2), pp. 5-59.
  • Bollerslev, T., and Mikkelsen, H. O. (1996), “Modeling and Pricing Long Memory In Stock Market Volatility”, Journal Of Econometrics, 73(1), pp. 151-184.
  • Bozkurt, H. (2007), Zaman Serileri Analizi, Ekin Kitapevi, Ankara.
  • Brooks, C. (2008), Introductory Econometrics for Finance, 2nd Edition, Cambridge University Press, UK.
  • Butler, C. (1999), Mastering Value at Risk, A Step-By-Step Guide to Understanding and Applying Var, Financial Times Pitman Publishing, Market Editions, London.
  • Çil Yavuz, N. (2015), Finansal Ekonometri, 2. Baskı, Der Yayınları, İstanbul.
  • Diebold, F. X., and Yilmaz, K. (2008), “Macroeconomic Volatility and Stock Market Volatility, Worldwide (No. w14269). National Bureau of Economic Research.
  • Doong, S.-C., Yang, S.-Y., and Wang, A. T. (2005), “The Emerging Relationship and Pricing of Stocks and Exchange Rates: Empirical Evidence from Asian Emerging Markets”, Journal of American Academy of Business, Cambridge, 7, (1), 118-123.
  • Engel, R.F. and Granger, C.W.J. (1987), “Co-integration and Error Correction Representation, Estimation and Testing”, Econometrica, 55(2), pp. 251-276.
  • Erbaykal, E., and Okuyan, H. A. (2007). Hisse Senedi Fiyatları ile Döviz Kuru İlişkisi: Gelişmekte Olan Ülkeler Üzerine Ampirik Bir Uygulama”, BDDK Bankacılık ve Finansal Piyasalar Dergisi, 1(1), 77-89.
  • Felmingham, B., and Mansfield, P. (2003), “A Note On The Stability of Real Interest Rates In Australia”, International Review of Economics & Finance, 12(4), 517-524.
  • Gökçe, A. (2001), “İstanbul Menkul Kıymetler Borsası Getirilerindeki Volatilitenin ARCH Teknikleri ile Ölçülmesi”, Gazi Üniversitesi İktisadi ve İdari Bilimler Dergisi. 1, 35-58.
  • Hill, R. C., Griffiths, W. E., and Lim, G. C. (2011), Principles of Econometrics, Fourth Edition, John Wiley & Sons, Inc.
  • Kalaycı, Ş. (2005), “Borsa ve Ekonomide Volatilite İlişkisi: İMKB'de Bir Şartlı Varyans Analizi”, Süleyman Demirel Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 10(1), 241-250.
  • Kayral, İ. E. (2017). “Türkiye’de Döviz Kuru Volatilitelerinin Modellenmesi”, Politik Ekonomik ve Finansal Analiz Dergisi, 1(1), 1-15.
  • Kim, K. H. (2003), “Dollar Exchange Rate and Stock Price: Evidence From Multivariate Cointegration and Error Correction Model,” Review of Financial Economics, 12(3), 301-313.
  • Kula, V., ve Baykut, E.(2017), “Bist Şehir Endekslerinin Volatilite Yapısı”, Uluslararası Katılımlı 21. Finans Sempozyumu, 18-21 Ekim 2017, 121-138.
  • Kumar, M. (2013), “Returns and Volatility Spillover Between Stock Prices And Exchange Rates: Empirical Evidence From IBSA Countries”, International Journal of Emerging Markets, 8(2), 108-128.
  • Lin, Chien‐Hsiu. (2012), “The Comovement Between Exchange Rates and Stock Prices In The Asian Emerging Markets”, International Review of Economics and Finance, 22, p. 161‐172.
  • Mandelbrot, B. (1963), “The Variation of Certain Speculative Prices”, The Journal of Business of the University of Chicago, 36, 394-419.
  • Morley, B., and Pentecost, E. J. (2000), “Common Trends And Cycles In G-7 Countries Exchange Rates and Stock Prices”, Applied Economics Letters, 7(1), 7-10.
  • Mozumder, N., De Vita, G., Kyaw, S., and Larkin, C. (2015), “Volatility Spillover Between Stock Prices And Exchange Rates: New Evidence Across The Recent Financial Crisis Period”, Economic Issues Journal Articles, Economic Issues, vol. 20(1), pages 43-64, March.
  • Nelson, D. (1991), “Conditional Heteroskedasticity in Asset Returns: A New Approach.” Econometrica, 59(2), 347-70.
  • Olugbenga, A. A. (2012) “Exchange Rate Volatility and Stock Market Behavior: The Nigerian Experience”, European Journal of Business and Management, 4(5), 31-39.
  • Pan, M.-S., Fok, R. C.-W., and Liu, Y. A. (2007), “Dynamic Linkages between Exchange Rates and Stock Prices: Evidence from East Asian Markets”, International Review of Economics and Finance, 16, 503-520.
  • Phylaktis, K., and Ravazzolo, F. (2005), “Stock Prices and Exchange Rate Dynamics”, Journal of International Money and Finance, 24(7), 1031-1053.
  • Zia, Q. Z., and Rahman, Z. (2011) “The Causality Between Stock Market and Foreign Exchange Market Of Pakistan”, Interdisciplinary Journal of Contemporary Research in Business, 3(5), 906-919.
  • Robert, E. (1982), “Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation”, Econometrica, 50(4), 987-1007.Schwert, G. W. (1989), “Why Does Stock Market Volatility Change Over Time?”, The Journal Of Finance, 44(5), 1115-1153.
  • Singh, P., Kumar, B., and Pandey, A. (2010), “Price and Volatility Spillovers Across North American, European and Asian Stock Markets”, International Review of Financial Analysis, 19(1), 55-64.
  • Vygodina, A. V. (2006), “Effects Of Size and International Exposure of the US Firms on the Relationship between Stock Prices and Exchange Rates”, Global Finance Journal, 17(2), 214-223.
  • Yang, S. Y., and Doong, S. C. (2004), “Price and Volatility Spillovers between Stock Prices and Exchange Rates: Empirical Evidence from the G-7 Countries”, International Journal of Business and Economics, 3(2), 139.
  • Yusuf, M., and Rahman, H. A. (2012), “The Granger Causality Effect Between the Stock Market and Exchange Rate Volatility in the Asean 5 Countries”, IEEE Symposium on In Business, Engineering and Industrial Applications (ISBEIA), pp. 754-759). IEEE.
  • Zakoian, J.M. (1994), “Threshold Heteroskedasticity Models”, Journal of Economic Dynamics and Control, 15: 931-955.
  • Zhao, H. (2010), “Dynamic Relationship Between Exchange Rate And Stock Price: Evidence From China”, Research in International Business and Finance, 24(2), 103-112.

Döviz Kuru ve Borsa Endeksi Volatilite Yapısı: Türkiye İçin Nedensellik Analizi

Yıl 2018, Cilt: 9 Sayı: 24, 330 - 349, 31.12.2018

Öz

Finans
alanında volatilite genellikle risk ölçü birimi olarak kullanılmakla birlikte
aynı zamanda belirsizlik, değişim, oynaklık anlamlarına da gelmektedir.
Özellikle son zamanlarda Türkiye’de döviz kurları ve borsa İstanbul’da yaşanan
hızlı artış ve düşüşler volatilite kavramının önemini bir kez daha gözler önüne
sermiştir. Bu çalışmanın amacı, Türkiye’de hisse senedi piyasaları ve döviz kurlarının
volatilite yapısını ortaya koymaktır. Finans alanında yapılan çalışmalarda
genellikle, hisse senedi piyasaları ile döviz kurları arasında tek yönlü ya da
çift yönlü olabilecek bir ilişki tepit edilmiştir. Ancak, bu ilişkinin yapısı
hakkında tam bir fikir birliği bulunmamaktadır. Bu çalışmada hisse senedi
endeksi ve döviz kurları arasındaki ilişkinin belirlenmesi amaçlanmaktadır.
Çalışmada iki hipotez test edilmektedir: Türkiye’de döviz kurları ve hisse
senedi fiyatları arasında bir eşbütünleşme (uzun dönemli denge) ve nedensellik
ilişkisi var mıdır? Çalışmada volatilitenin tespit edilebilmesi için
literatürde yaygın bir şekilde kullanılan ARCH ailesi modelleri kullanılarak,
BIST 100 endeksi ve EURO/TL Satış Kuru ile USD/TL satış kurlarına ait veriler
kullanılmıştır. Çalışmanın sonucunda tüm serilerde
volatilite
tespit edilmiştir. Nedensellik analizi sonuçlarında tüm serilerin birbirlerinin
Granger anlamda nedeni olduğu görülmüştür.

Kaynakça

  • Abdalla I. and Murinde V., (1997). “Exchange Rate and Stock Price Interactions in Emerging Financial Markets: Evidence on India, Korea, Pakistan and Philippines”, Applied Financial Economics, 7, pp. 25 – 35.
  • Agrawal, G., Srivastav, A. K., and Srivastava, A. (2010). “A Study of Exchange Rates Movement and StockMarket Volatility”, International Journal of Business and Management, 5(12), pp. 62-73.
  • Akel, V. (2015), “Kırılgan Beşli Ülkelerinin Hisse Senedi Piyasaları Arasındaki Eşbütünleşme Analizi”, International Journal of Management Economics & Business, 11(24), s.75-96.
  • Alexander, C. (2008), Market Risk Analysis, Value at Risk Models, John Wiley & Sons.
  • Ashaolu T.O and Ogunmuyiwa M. S (2011), “An Econometric Analysis of the Impact of Macro Economic Variables on Stock market movement in Nigeria”, Journal of Business Management 3(1) pp. 72-78.
  • Bahmani-Oskooee, M., and Sohrabian, A. (1992), “Stock Prices And The Effective Exchange Rate of the Dollar”, Applied Economics, 24, pp. 459–464.
  • Bolgün, K. E., and Akçay, M. B. (2009). Risk Yönetimi: Gelişmekte Olan Türk Finans Piyasasında Entegre Risk Ölçüm ve Yönetim Uygulamaları, Scala Press, İstanbul.
  • Bollerslev, T. (1986), “Generalized Autoregressive Conditional Heteroskedasticity”, Journal of Econometrics, 37, pp. 307-327.
  • Bollerslev, T., Chou, R. Y., and Kroner, K. F. (1992) “ARCH Modeling In Finance: A Review Of The Theory and Empirical Evidence”, Journal Of Econometrics, 52(1-2), pp. 5-59.
  • Bollerslev, T., and Mikkelsen, H. O. (1996), “Modeling and Pricing Long Memory In Stock Market Volatility”, Journal Of Econometrics, 73(1), pp. 151-184.
  • Bozkurt, H. (2007), Zaman Serileri Analizi, Ekin Kitapevi, Ankara.
  • Brooks, C. (2008), Introductory Econometrics for Finance, 2nd Edition, Cambridge University Press, UK.
  • Butler, C. (1999), Mastering Value at Risk, A Step-By-Step Guide to Understanding and Applying Var, Financial Times Pitman Publishing, Market Editions, London.
  • Çil Yavuz, N. (2015), Finansal Ekonometri, 2. Baskı, Der Yayınları, İstanbul.
  • Diebold, F. X., and Yilmaz, K. (2008), “Macroeconomic Volatility and Stock Market Volatility, Worldwide (No. w14269). National Bureau of Economic Research.
  • Doong, S.-C., Yang, S.-Y., and Wang, A. T. (2005), “The Emerging Relationship and Pricing of Stocks and Exchange Rates: Empirical Evidence from Asian Emerging Markets”, Journal of American Academy of Business, Cambridge, 7, (1), 118-123.
  • Engel, R.F. and Granger, C.W.J. (1987), “Co-integration and Error Correction Representation, Estimation and Testing”, Econometrica, 55(2), pp. 251-276.
  • Erbaykal, E., and Okuyan, H. A. (2007). Hisse Senedi Fiyatları ile Döviz Kuru İlişkisi: Gelişmekte Olan Ülkeler Üzerine Ampirik Bir Uygulama”, BDDK Bankacılık ve Finansal Piyasalar Dergisi, 1(1), 77-89.
  • Felmingham, B., and Mansfield, P. (2003), “A Note On The Stability of Real Interest Rates In Australia”, International Review of Economics & Finance, 12(4), 517-524.
  • Gökçe, A. (2001), “İstanbul Menkul Kıymetler Borsası Getirilerindeki Volatilitenin ARCH Teknikleri ile Ölçülmesi”, Gazi Üniversitesi İktisadi ve İdari Bilimler Dergisi. 1, 35-58.
  • Hill, R. C., Griffiths, W. E., and Lim, G. C. (2011), Principles of Econometrics, Fourth Edition, John Wiley & Sons, Inc.
  • Kalaycı, Ş. (2005), “Borsa ve Ekonomide Volatilite İlişkisi: İMKB'de Bir Şartlı Varyans Analizi”, Süleyman Demirel Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 10(1), 241-250.
  • Kayral, İ. E. (2017). “Türkiye’de Döviz Kuru Volatilitelerinin Modellenmesi”, Politik Ekonomik ve Finansal Analiz Dergisi, 1(1), 1-15.
  • Kim, K. H. (2003), “Dollar Exchange Rate and Stock Price: Evidence From Multivariate Cointegration and Error Correction Model,” Review of Financial Economics, 12(3), 301-313.
  • Kula, V., ve Baykut, E.(2017), “Bist Şehir Endekslerinin Volatilite Yapısı”, Uluslararası Katılımlı 21. Finans Sempozyumu, 18-21 Ekim 2017, 121-138.
  • Kumar, M. (2013), “Returns and Volatility Spillover Between Stock Prices And Exchange Rates: Empirical Evidence From IBSA Countries”, International Journal of Emerging Markets, 8(2), 108-128.
  • Lin, Chien‐Hsiu. (2012), “The Comovement Between Exchange Rates and Stock Prices In The Asian Emerging Markets”, International Review of Economics and Finance, 22, p. 161‐172.
  • Mandelbrot, B. (1963), “The Variation of Certain Speculative Prices”, The Journal of Business of the University of Chicago, 36, 394-419.
  • Morley, B., and Pentecost, E. J. (2000), “Common Trends And Cycles In G-7 Countries Exchange Rates and Stock Prices”, Applied Economics Letters, 7(1), 7-10.
  • Mozumder, N., De Vita, G., Kyaw, S., and Larkin, C. (2015), “Volatility Spillover Between Stock Prices And Exchange Rates: New Evidence Across The Recent Financial Crisis Period”, Economic Issues Journal Articles, Economic Issues, vol. 20(1), pages 43-64, March.
  • Nelson, D. (1991), “Conditional Heteroskedasticity in Asset Returns: A New Approach.” Econometrica, 59(2), 347-70.
  • Olugbenga, A. A. (2012) “Exchange Rate Volatility and Stock Market Behavior: The Nigerian Experience”, European Journal of Business and Management, 4(5), 31-39.
  • Pan, M.-S., Fok, R. C.-W., and Liu, Y. A. (2007), “Dynamic Linkages between Exchange Rates and Stock Prices: Evidence from East Asian Markets”, International Review of Economics and Finance, 16, 503-520.
  • Phylaktis, K., and Ravazzolo, F. (2005), “Stock Prices and Exchange Rate Dynamics”, Journal of International Money and Finance, 24(7), 1031-1053.
  • Zia, Q. Z., and Rahman, Z. (2011) “The Causality Between Stock Market and Foreign Exchange Market Of Pakistan”, Interdisciplinary Journal of Contemporary Research in Business, 3(5), 906-919.
  • Robert, E. (1982), “Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation”, Econometrica, 50(4), 987-1007.Schwert, G. W. (1989), “Why Does Stock Market Volatility Change Over Time?”, The Journal Of Finance, 44(5), 1115-1153.
  • Singh, P., Kumar, B., and Pandey, A. (2010), “Price and Volatility Spillovers Across North American, European and Asian Stock Markets”, International Review of Financial Analysis, 19(1), 55-64.
  • Vygodina, A. V. (2006), “Effects Of Size and International Exposure of the US Firms on the Relationship between Stock Prices and Exchange Rates”, Global Finance Journal, 17(2), 214-223.
  • Yang, S. Y., and Doong, S. C. (2004), “Price and Volatility Spillovers between Stock Prices and Exchange Rates: Empirical Evidence from the G-7 Countries”, International Journal of Business and Economics, 3(2), 139.
  • Yusuf, M., and Rahman, H. A. (2012), “The Granger Causality Effect Between the Stock Market and Exchange Rate Volatility in the Asean 5 Countries”, IEEE Symposium on In Business, Engineering and Industrial Applications (ISBEIA), pp. 754-759). IEEE.
  • Zakoian, J.M. (1994), “Threshold Heteroskedasticity Models”, Journal of Economic Dynamics and Control, 15: 931-955.
  • Zhao, H. (2010), “Dynamic Relationship Between Exchange Rate And Stock Price: Evidence From China”, Research in International Business and Finance, 24(2), 103-112.
Toplam 42 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Bölüm Makaleler
Yazarlar

Çağatay Başarır 0000-0002-6234-0524

Yayımlanma Tarihi 31 Aralık 2018
Gönderilme Tarihi 14 Haziran 2018
Yayımlandığı Sayı Yıl 2018 Cilt: 9 Sayı: 24

Kaynak Göster

APA Başarır, Ç. (2018). VOLATILITY STRUCTURE OF STOCK PRICE INDEX AND EXCHANGE RATES: CASUALITY ANALYSIS FOR TURKEY. Gümüşhane Üniversitesi Sosyal Bilimler Dergisi, 9(24), 330-349.