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Risk İştahı ile Petrol Fiyatları, Döviz Kuru, Altın Fiyatları ve Faiz Oranları Arasında Nedensellik Analizi: Türkiye Örneği

Year 2019, Volume: 20 Issue: 1, 1 - 14, 01.01.2019

Abstract

Bu çalışmada Özyeğin Üniversitesi ve Merkezi Kayıt Kuruluşu işbirliği ile haftalık olarak yayımlanan ve finans dünyası tarafından finansal istikrar göstergesi olarak ifade edilen, tüm yatırımcı tiplerine ait risk iştahı verileri ile petrol fiyatları, döviz kurları, altın fiyatları ve faiz oranları arasında tek yönlü bir nedensellik ilişkisinin var olup olmadığı incelenmiştir. 2008-2015 dönemlerine ait haftalık veriler kullanılarak gerçekleştirilen çalışmada Granger 1969 Nedensellik Testi ile Breitung ve Candelon 2006 Frekans Nedensellik Testi uygulanmıştır. Elde edilen sonuçlar petrol fiyatlarından risk iştahına doğru uzun dönemli bir nedenselliği ortaya koymakla birlikte döviz kurundan risk iştahına doğru kısa, orta ve uzun dönemli bir nedensellik ilişkisinin olduğunu göstermektedir. Altın fiyatları ve faiz oranlarında oluşan değişimlerin, yatırımcıların risk iştahında kısa süreli bir nedensel etkiye sahip olduğu; uzun dönemde ise ilgili faktörlerin yatırım tercihleri üzerinde bir etkiye sahip olmadığı sonucuna ulaşılmıştır.

References

  • Abdalla, I. S. ve Murinde, V. (1997). Exchange rate and stock price interactions in emerging financial markets: evidence on India, Korea, Pakistan and the Philippines. Applied Financial Economics, 7(1), 25-35.
  • Adhikari, B.K. ve Hilliard, J.E. (2014). The VIX, VXO and realised volatility: A test of lagged and contemporaneous relationships International Journal Financial Markets and Derivatives, 3(3), 222–240.
  • Adrian, T., Etula, E. ve Shin, H.S. (2009). Global liquidity and exchange rates. Unpublished Manuscript” Federal Reserve Bank of New York Working Paper, https://www.econstor.eu/bitstream/10419/60847/1/593786467.pdf, (13.03.2017)
  • Arouri, M. E. H., Jouini, J. ve Nguyen, D. K. (2011). Volatility spillovers between oil prices and stock sector returns: implications for portfolio management. Journal of International money and finance, 30(7), 1387-1405.
  • Balke, N.S. ve Fomby, T.B. (1997). Threshold cointegration. International Economic Review, 38(3), 627-645.
  • Bloomberg (2017). Erişim Adresi http://www.bloomberght.com/
  • Bodart, V. ve Candelon, B. (2009). Evidence of interdependence and contagion using a frequency domain framework. Emerging Markets Review, 10(2), 140–150.
  • Breitung, J. ve Candelon, B. (2006). Testing for short and long-run causality: A frequency domain approach. Journal of Econometrics, 132(2), 363–378.
  • Brigham E. F. ve Houston, J. F. (2003). Fundamentals of financial management. Boston: Cengage Learning.
  • Campbell, J. C. ve Perron, P. (1991). Pitfall and opportunities: What macroeconomists should know about unit roots” NBER Technical Working Paper. http://www.journals.uchicago.edu/doi/pdfplus/10.1086/654163, (07.02.2017)
  • Ciner, Ç. (2011). Eurocurrency interest rate linkages: A frequency domain analysis. International Review of Economics and Finance, 20(4), 498–505.
  • Coşkun, Y. ve Ümit, A. Ö. (2016). Türkiye'de hisse senedi ile döviz, mevduat, altın, konut piyasaları arasındaki eşbütünleşme ilişkilerinin analizi. Business & Economics Research Journal, 7(1), 47-69.
  • Dickey, D.A. ve Fuller, W. (1979). Distribution of the estimator for autoregressive timeseries with a unit root. Journal of the American Statistical Association, 74(1), 427-431.
  • Dickey, D.A. ve Fuller, W. (1981). Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica, 49(4), 1057-1072.
  • Frijns, B., Tourani-Rad, A. ve Webb, R. (2013). On the intraday relation between the VIX and its futures. Journal of Futures Markets, 36(9), 870-886.
  • Gai, P. ve Vause, N. (2006). Measuring investors risk appetite. International Journal of Central Banking, 2(1), 167-188.
  • Granger, C.W.J. (1969), Investigating causal relations by econometric models and cross-spectral methods. Econometrica, 37(3), 424-438.
  • Granger, C.W.J. (1988). Some recent development in a concept of causality. Journal of Econometrics, 39(1–2), 199-211.
  • Geweke, J. (1982). Measurement of linear dependence and feedback between multiple time series. Journal of the American Statistical Association, 77(378), 304-313 .
  • Haugen, P. (2006). Financial risk, risk appetite and the macroeconomic environment. Master Thesis of Science in Physics and Mathematics. Norwegian University.
  • Hermosillo, G.B. (2008). Investor’s risk appetite and global financial market conditions. International Monetary Fund Working Paper, No:08/85, 1-75.
  • Hosoya Y. (1991). The decomposition and measurement of the interdependency between second-order stationary processes. Probability Theory Relat Fields, 88(4), 429–444.
  • Illing, M. ve Aaron, M. (2005). A brief survey of risk-appetite indexes. Financial System Review, Bank of Canada, pp 37-43.
  • Karagiannis, S. (2014). An investigation of the lead-lag relationship between the VIX index and the VIX futures on the S&P500. Journal of Science, Innovation and New Technology, 1(11), 43-56.
  • Kratschell, K. ve Schmidt, T. (2012). Long-run trends or short-run fluctuations – what establishes the correlation between oil and food prices?. Ruhr Economic Paper, 357, 3-19.
  • Markowitz, H.M. (1952). Portfolio selection. Journal of Finance, 7(1), 77-91.
  • Markowitz, H.M. (1959). Portfolio selection: efficient diversification of investment. New York: John Wiley.
  • Merkezi Kayıt Kuruluşu (2015). Risk iştahı endeksi, https://www.mkk.com.tr/risk- index, (09.01.2017).
  • Miller, J. I. ve Ratti, R. A. (2009). Crude oil and stock markets: Stability, instability, and bubbles. Energy Economics, 31(4), 559-568.
  • Mishra, P. K., Das, J. R., ve Mishra, S. K. (2010). Gold price volatility and stock market returns in India. American Journal of Scientific Research, 9(9), 47-55.
  • Mok, H. M. (1993). Causality of interest rate, exchange rate and stock prices at stock market open and close in Hong Kong. Asia Pacific Journal of Management, 10(2), 123-143.
  • Muth, J. E. (1961). Rational expectations and the theory of price movements. Econometrica, 29(3), 315–335.
  • Nelson, C.R. ve Plosser, C.R. (1982). Trends and random walks in macroeconomic time series: some evidence and implications. Journal of Monetary Economics, 10(2), 139-162.
  • Ozair, M. (2014). What does the VIX actually measure? An analysıs of the causation of SPX and VIX. ACRN Journal of Finance and Risk Perspectives, 3(2), 83–132.
  • Poyraz, E. ve Tepeli, Y. (2015). Seçilmiş makroekonomik göstergelerin Borsa İstanbul XU100 endeksi üzerindeki etkisinin analizi. Paradoks: The Journal of Economics, Sociology & Politics, 11(2), 102-128.
  • Phillips, P.C.B. ve Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335-346.
  • Reilly, F. ve Brown, K.C. (2002). Investment analysis and portfolio management. South Western: Published by Thomson.
  • Schwert, G.W. (2002). Tests for unit roots: A monte carlo investigation. Journal of Business & Economic Statistics, 20(1), 5-17.
  • Schmukler, S. L., Zoido, P. ve Halac, M. (2003). Financial globalization, crises, and contagion. Globalization World Bank Policy Research Report.
  • Shen, D.B. ve Hu, K.H. (2007). Bank risk appetite measurement and the relationship with macroeconomic factors: Case of Taiwan’s banks. International Journal of Information Systems for Logistics and Management, 3(1), 25-39.
  • Shu, J. ve Zhang, J.E. (2012). Causality in the VIX futures market. The Journal of Future Markets, 32(1), 24–46.
  • Smith, G. (2001). The price of gold and stock price indices for the United States. The World Gold Council, 8(1), 1-16.
  • Smith, G. (2002). London gold prices and stock price indices in Europe and Japan. World Gold Council, 1-30.
  • Smyth R. ve Nandha, M. (2003). Bivariate causality between exchange rates and stock prices in South Asia. Applied Economics Letters, 10(11), 699-704.
  • Tarı,R., Abasız, T. ve Pehlivanoğlu, F. (2012). Tefe (üfe) - tüfe fiyat endeksleri arasındaki nedensellik ilişkisi: Frekans alanı yaklaşımı” Akdeniz İ.İ.B.F. Dergisi, (24), 1- 15.
  • Yanfeng, W. (2013). The dynamic relationships between oil prices and the Japanese economy: A frequency domain analysis. Review of Economics & Finance, 3, 57- 67.
  • Yao, F. ve Hosoya, Y. (2000). Inference on one-way effect and evidence in Japanese macroeconomic data. Journal of Econometrics, 98(2), 225–255.
  • Yule, G.U. (1926). Why do we sometimes get nonsense-correlations between time- series?--A study in sampling and the nature of time-series” Journal of the Royal Statistical Society, 89(1), 1-63. 7.Ekler

Causality Analysis Between Risk Appetite with Oil Prices, Currency Rates, Gold Prices, and Interest Rates: The Case of Turkey

Year 2019, Volume: 20 Issue: 1, 1 - 14, 01.01.2019

Abstract

In this study, one way causality between risk appetite, oil prices, currency rates. Gold prices and interest rates is examined. Ganger 1969 and Breitlung and Candelon 2006 causality tests are employed on the weekly data spanning from 2008 to 2015. According to the findings uni-directional causal relationship from oil prices to risk appetite is revealed on long term. Besides exchange rate movements has short, medium and long-term causality on risk appetite. Nevertheless, gold price changes and interest rate changes has short term causality on risk appetite. There is no potential clue found for a uni-directional causal relationship from gold price changes and interest rate changes on long-term

References

  • Abdalla, I. S. ve Murinde, V. (1997). Exchange rate and stock price interactions in emerging financial markets: evidence on India, Korea, Pakistan and the Philippines. Applied Financial Economics, 7(1), 25-35.
  • Adhikari, B.K. ve Hilliard, J.E. (2014). The VIX, VXO and realised volatility: A test of lagged and contemporaneous relationships International Journal Financial Markets and Derivatives, 3(3), 222–240.
  • Adrian, T., Etula, E. ve Shin, H.S. (2009). Global liquidity and exchange rates. Unpublished Manuscript” Federal Reserve Bank of New York Working Paper, https://www.econstor.eu/bitstream/10419/60847/1/593786467.pdf, (13.03.2017)
  • Arouri, M. E. H., Jouini, J. ve Nguyen, D. K. (2011). Volatility spillovers between oil prices and stock sector returns: implications for portfolio management. Journal of International money and finance, 30(7), 1387-1405.
  • Balke, N.S. ve Fomby, T.B. (1997). Threshold cointegration. International Economic Review, 38(3), 627-645.
  • Bloomberg (2017). Erişim Adresi http://www.bloomberght.com/
  • Bodart, V. ve Candelon, B. (2009). Evidence of interdependence and contagion using a frequency domain framework. Emerging Markets Review, 10(2), 140–150.
  • Breitung, J. ve Candelon, B. (2006). Testing for short and long-run causality: A frequency domain approach. Journal of Econometrics, 132(2), 363–378.
  • Brigham E. F. ve Houston, J. F. (2003). Fundamentals of financial management. Boston: Cengage Learning.
  • Campbell, J. C. ve Perron, P. (1991). Pitfall and opportunities: What macroeconomists should know about unit roots” NBER Technical Working Paper. http://www.journals.uchicago.edu/doi/pdfplus/10.1086/654163, (07.02.2017)
  • Ciner, Ç. (2011). Eurocurrency interest rate linkages: A frequency domain analysis. International Review of Economics and Finance, 20(4), 498–505.
  • Coşkun, Y. ve Ümit, A. Ö. (2016). Türkiye'de hisse senedi ile döviz, mevduat, altın, konut piyasaları arasındaki eşbütünleşme ilişkilerinin analizi. Business & Economics Research Journal, 7(1), 47-69.
  • Dickey, D.A. ve Fuller, W. (1979). Distribution of the estimator for autoregressive timeseries with a unit root. Journal of the American Statistical Association, 74(1), 427-431.
  • Dickey, D.A. ve Fuller, W. (1981). Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica, 49(4), 1057-1072.
  • Frijns, B., Tourani-Rad, A. ve Webb, R. (2013). On the intraday relation between the VIX and its futures. Journal of Futures Markets, 36(9), 870-886.
  • Gai, P. ve Vause, N. (2006). Measuring investors risk appetite. International Journal of Central Banking, 2(1), 167-188.
  • Granger, C.W.J. (1969), Investigating causal relations by econometric models and cross-spectral methods. Econometrica, 37(3), 424-438.
  • Granger, C.W.J. (1988). Some recent development in a concept of causality. Journal of Econometrics, 39(1–2), 199-211.
  • Geweke, J. (1982). Measurement of linear dependence and feedback between multiple time series. Journal of the American Statistical Association, 77(378), 304-313 .
  • Haugen, P. (2006). Financial risk, risk appetite and the macroeconomic environment. Master Thesis of Science in Physics and Mathematics. Norwegian University.
  • Hermosillo, G.B. (2008). Investor’s risk appetite and global financial market conditions. International Monetary Fund Working Paper, No:08/85, 1-75.
  • Hosoya Y. (1991). The decomposition and measurement of the interdependency between second-order stationary processes. Probability Theory Relat Fields, 88(4), 429–444.
  • Illing, M. ve Aaron, M. (2005). A brief survey of risk-appetite indexes. Financial System Review, Bank of Canada, pp 37-43.
  • Karagiannis, S. (2014). An investigation of the lead-lag relationship between the VIX index and the VIX futures on the S&P500. Journal of Science, Innovation and New Technology, 1(11), 43-56.
  • Kratschell, K. ve Schmidt, T. (2012). Long-run trends or short-run fluctuations – what establishes the correlation between oil and food prices?. Ruhr Economic Paper, 357, 3-19.
  • Markowitz, H.M. (1952). Portfolio selection. Journal of Finance, 7(1), 77-91.
  • Markowitz, H.M. (1959). Portfolio selection: efficient diversification of investment. New York: John Wiley.
  • Merkezi Kayıt Kuruluşu (2015). Risk iştahı endeksi, https://www.mkk.com.tr/risk- index, (09.01.2017).
  • Miller, J. I. ve Ratti, R. A. (2009). Crude oil and stock markets: Stability, instability, and bubbles. Energy Economics, 31(4), 559-568.
  • Mishra, P. K., Das, J. R., ve Mishra, S. K. (2010). Gold price volatility and stock market returns in India. American Journal of Scientific Research, 9(9), 47-55.
  • Mok, H. M. (1993). Causality of interest rate, exchange rate and stock prices at stock market open and close in Hong Kong. Asia Pacific Journal of Management, 10(2), 123-143.
  • Muth, J. E. (1961). Rational expectations and the theory of price movements. Econometrica, 29(3), 315–335.
  • Nelson, C.R. ve Plosser, C.R. (1982). Trends and random walks in macroeconomic time series: some evidence and implications. Journal of Monetary Economics, 10(2), 139-162.
  • Ozair, M. (2014). What does the VIX actually measure? An analysıs of the causation of SPX and VIX. ACRN Journal of Finance and Risk Perspectives, 3(2), 83–132.
  • Poyraz, E. ve Tepeli, Y. (2015). Seçilmiş makroekonomik göstergelerin Borsa İstanbul XU100 endeksi üzerindeki etkisinin analizi. Paradoks: The Journal of Economics, Sociology & Politics, 11(2), 102-128.
  • Phillips, P.C.B. ve Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335-346.
  • Reilly, F. ve Brown, K.C. (2002). Investment analysis and portfolio management. South Western: Published by Thomson.
  • Schwert, G.W. (2002). Tests for unit roots: A monte carlo investigation. Journal of Business & Economic Statistics, 20(1), 5-17.
  • Schmukler, S. L., Zoido, P. ve Halac, M. (2003). Financial globalization, crises, and contagion. Globalization World Bank Policy Research Report.
  • Shen, D.B. ve Hu, K.H. (2007). Bank risk appetite measurement and the relationship with macroeconomic factors: Case of Taiwan’s banks. International Journal of Information Systems for Logistics and Management, 3(1), 25-39.
  • Shu, J. ve Zhang, J.E. (2012). Causality in the VIX futures market. The Journal of Future Markets, 32(1), 24–46.
  • Smith, G. (2001). The price of gold and stock price indices for the United States. The World Gold Council, 8(1), 1-16.
  • Smith, G. (2002). London gold prices and stock price indices in Europe and Japan. World Gold Council, 1-30.
  • Smyth R. ve Nandha, M. (2003). Bivariate causality between exchange rates and stock prices in South Asia. Applied Economics Letters, 10(11), 699-704.
  • Tarı,R., Abasız, T. ve Pehlivanoğlu, F. (2012). Tefe (üfe) - tüfe fiyat endeksleri arasındaki nedensellik ilişkisi: Frekans alanı yaklaşımı” Akdeniz İ.İ.B.F. Dergisi, (24), 1- 15.
  • Yanfeng, W. (2013). The dynamic relationships between oil prices and the Japanese economy: A frequency domain analysis. Review of Economics & Finance, 3, 57- 67.
  • Yao, F. ve Hosoya, Y. (2000). Inference on one-way effect and evidence in Japanese macroeconomic data. Journal of Econometrics, 98(2), 225–255.
  • Yule, G.U. (1926). Why do we sometimes get nonsense-correlations between time- series?--A study in sampling and the nature of time-series” Journal of the Royal Statistical Society, 89(1), 1-63. 7.Ekler
There are 48 citations in total.

Details

Primary Language Turkish
Journal Section Research Article
Authors

Ömer İskenderoğlu This is me

Saffet Akdağ This is me

Publication Date January 1, 2019
Published in Issue Year 2019 Volume: 20 Issue: 1

Cite

APA İskenderoğlu, Ö., & Akdağ, S. (2019). Risk İştahı ile Petrol Fiyatları, Döviz Kuru, Altın Fiyatları ve Faiz Oranları Arasında Nedensellik Analizi: Türkiye Örneği. Doğuş Üniversitesi Dergisi, 20(1), 1-14.