Yıl: 2011 Cilt: 25 Sayı: Özel Sayfa Aralığı: 137 - 153 Metin Dili: Türkçe İndeks Tarihi: 29-07-2022

GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR

Öz:
Bu çalışmanın amacı Granger'ın geliştirdiği nedensellik sınamalarına iki yeni yaklaşımı düşünsel ve teorik bazda incelemektir. Çalışma ilk olarak, uzun ve kısa dönemde Granger-nedensellik konusundaki görüşleri irdeler. Literatürde kısa ve uzun dönemde nedensellik konusunda bir kavram birliği yoktur. Bir yaklaşım hata düzeltme modellerini, diğer bir yaklaşım ise öngörü ufkunu esas alır. Çalışma ikinci olarak, Grangernedensellik sınamalarının varyans-bazlı (causality-in-variance) varyantını ve bu konudaki gelişmeleri inceler. Granger-nedensellik sınamaları geleneksel olarak ortalama-bazlı yapılmaktadır (causality-in-mean). Ancak, özellikle yüksek frekanslı verilerde volatilite etkileşimlerinin analizi varyans bazında da nedenselliğin sınanmasını gerektirir. Çalışma Granger-nedensellik sınamalarına yeni yaklaşımların genel bir değerlendirmesi ve bilim felsefesi açısından düşündürdükleri ile son bulur
Anahtar Kelime:

Konular: İşletme İktisat

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Öz:
This study analyses two new approaches to Grangercausality on conceptual grounds. First, the views on the short-run and the long-run causality, on which there is no unity on the definition in the literature, are investigated. One approach is based on error correction models while another approach takes the prediction horizon as the basis. Secondly, we survey the literature on the notion of causality-in-variance. Granger-causality tests are traditionally conducted in means. However, causality-in-variance becomes especially relevant in high frequency data. We conclude with an evaluation of these approaches to Granger-causality and their link to the notion of causality in philosophy of science
Anahtar Kelime:

Konular: İşletme İktisat
Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
  • Atukeren, E. (2007) “A Causal Analysis of the R&D Interactions between the EU and the US”, Global Economy Journal, 7(4), Article 1, ss. 1-28.
  • Atukeren, E. (2008a) “Christmas Cards, Easter Bunnies, and Granger￾causality”, Quality & Quantity (International Journal of Methodology), 42(6), ss. 835-844
  • Atukeren, E. (2008b) “Çok Değişkenli Granger-Nedensellik Sınamalarında Sonuçların Yorumu Sorunu”, 9. Ekonometri ve İstatistik Sempozyumunda sunulan bildiri, Dokuz Eylül Üniversitesi, Kuşadası- İzmir, 28-30 Mayıs 2009.
  • Aydemir, O., ve E. Demirhan (2009) “The Relationship between Stock Prices and Exchange Rates: Evidence from Turkey”, International Research Journal of Finance and Economics, 23, ss. 207-215.
  • Caporin, M. (2007) “Variance (Non)Causality in Multivariate GARCH”, Econometrics Reviews, 26(1), ss. 1-24.
  • Cheung, Y.-W. ve L.K. Ng, (1996) “A Causality-in-Variance Test and Its Application to Financial Market Prices”, Journal of Econometrics, 72, ss. 33–48.
  • Comte, F. and O. Lieberman (2000) “Second Order Noncausality in Multivariate GARCH Processes”, Journal of Time Series Analysis, 21, ss. 535–557.
  • Çevik, E. İ. ve M. Pekkaya (2007) “Spot ve Vadeli İşlem Fiyatlarının Varyansları arasındaki Nedensellik Testi”, Dokuz Eylül Üniversitesi İİBF Dergisi, 22(2), ss. 49-66.
  • Dufour, J.-M., ve Renault, E. (1998) "Short-run and Long-run Causality in Time Series: Theory", Econometrica, 66, ss. 1099–1125.
  • Dufour, J.-M., Pelletier, D., ve Renault, E. (2006) "Short-run and Long-run Causality in Time Series: Inference", Journal of Econometrics, 132, ss. 337–362.
  • Elsner, J. B. (2007) "Granger-causality and Atlantic Hurricanes”, Tellus (Series A: Dynamic Meteorology and Oceanography), 59(4), ss. 476-485.
  • Faes, L., Nollo, G. ve Chon, K . H. (2008) "Assessment of Granger Causality by Nonlinear Model Identification: Application to Short-term Cardiovascular Variability", Annals of Biomedical Engineering, 36(3), ss. 381-395.
  • Freeman, J. R. (1983) “Granger Causality and the Time Series Analysis of Political Relationships”, American Journal of Political Science, 27, ss. 327-358.
  • Granger, C.W.J (1986) “Developments in the Study of Cointegrated Economic Variables”, Oxford Bulletin of Economics and Statistics, 48(3), ss. 213- 228
  • Granger, C.W.J. (1988) "Some Recent Developments in a Concept of Causality", Journal of Econometrics, 39, ss. 199-211.
  • Hafner, C. M. (2009) “Causality and Forecasting in Temporally Aggregated Multivariate GARCH Processes”, Econometrics Journal, 12, ss. 127- 146.
  • Harvey, A. (1990) The Econometric Analysis of Time Series. 2nd ed. Cambridge, USA: The MIT Press.
  • Hong, Y. (2001) “A Test for Volatility Spillover with Application to Exchange Rates”, Journal of Econometrics, 103, ss. 183-224.
  • Hsiao, C. (1982) “Autoregressive Modelling and Causal Ordering of Economic Variables”, Journal of Economic Dynamics and Control, 4, ss. 243-259.
  • Işığıçok, E. (1994) Zaman Serilerinde Nedensellik Çözümlemesi: Türkiye’de Para Arzı ve Enflasyon Üzerine Ampirik Bir Araştırma, Uludağ Üniversitesi Basımevi, Bursa.
  • Korkmaz, T. ve E. İ. Çevik (2009) “Reel Kesim Güven Endeksi ile İMKB 100 Endeksi arasındaki Dinamik Nedensellik İlişkisi”, İstanbul Üniversitesi İşletme Fakültesi Dergisi, 38(1), ss. 24-37.
  • Lütkepohl, H. Ve M- Kraetzig (2004) Applied Time Series Econometrics, Cambridge University Press, UK.
  • Matthews, P.H. (2005) “Paradise Lost and Found? The Econometric Contributions of Clive W. J. Granger and Robert F. Engle”, Review of Poltical Economy, 17(1), ss. 1-28.
  • Neaime, S. (2006) “Volatilities in Emerging MENA Stock Markets,” Thunderbird International Business Review, 48(4), ss. 455-484.
  • Pantelidis, T. ve N. Pittis (2004) “Testing for Granger-causality in Variance in the Presence of Causality in Mean”, Economics Letters, 85, ss. 201-207.
  • Pierce, D.A. (1977) “Relationships - and the Lack Thereof - Between Economic Time Series, With Special Reference to Money and Interest.”, Journal of the American Statistical Association, 72, ss. 11-22.
  • Pierce, D. A. ve L. D. Haugh (1977) “Causality in Temporal Systems: Characterizations and a Survey”, Journal of Econometrics, 5, ss. 265- 293.
  • Rodrigues, P. M. M. Ve A. Rubia (2007) “Testing for Causality in Variance under Nonstationarity in Variance”, Economics Letters, 97, ss. 133-137.
  • Salazar, R.F., König, P., ve Kayser C. (2004) "Directed Interactions between Visual Areas and Their Role in Processing Image Structure and Expectancy", European Journal of Neuroscience, 20(5), ss. 1391-1401.
  • Suppes, P. (1970) A Probabilistic Theory of Causality, North-Holland, Amsterdam.
  • Triacca, U. (2001) "On the Use of Granger-causality to investigate the human influence on climate”, Theoretical and Applied Climatology, 69, ss. 137-138.
  • Triacca, U. (2007), “Granger-Causality and Contiguity between Stochastic Processes”, Physics Letters A, 362(4), March 5, ss. 252-255.
  • Van Dijk, D. D. R. Osborn, ve M. Sensier (2005) “Testing for Causality in Variance in the Presence of Breaks”, Economics Letters, 89, ss. 193- 199.
  • Verbeek, M. (2008) A Guide to Moden Econometrics, Third Edition, John Wiley & Sons Ltd., West Sussex, İngiltere.
  • Woodward, J. (2008) “Invariance, Modularity, and All That: Cartwright on Causation”, L. Bovens, C. Hoefer, ve S. Hartmann (der.) Nancy Cartwright’s Philosophy of Science, Routledge Studies in the Philosophy of Science. Routledge. UK.
  • Hu, J. W-S., M-Y. Cheng, R. C. W. Fok, ve B-N. Huang (1997) “Causality in Volatility and Volatility Spıillover Effects US, Japan, and Four Equity Markets in the South China Growth Triangular”, Journal of International Financial Markets, Institutions, and Money, 7, ss. 351- 367.
  • Lim, K-G., ve S-C. Wong (1998) “Financial Markets Trends and Studies of Singapore Futures Markets”, Asia-Pacific Financial Markets, 5, ss. 45- 63.
  • Speight, A. E. H., ve D. G. McMillan (2001) “Volatility Spillovers in East European Black Market Exchange Rates”, Journal of International Money and Finance, 20, ss. 367-38.
  • Caporale, G. M., N. Pittis, ve N. Spagnolo (2002) “Testing for Causality in Variance: An Application to the East Asian Markets”, International Journal of Finance and Economics, 7, ss. 235-245.
  • Kanas, A. ve G. P. Kouretas (2002) “Mean and Variance Causality between Official and Parallel Currency Markets: Evidence from Four Latin American Countries,” The Financial Review, 37, ss. 137-164.
  • Alaganar, V. T. ve R. Bhar (2003) “An International Studz of Causality in Variance: Interest Rate and Financial Sector Returns”, Journal of Economics and Finance, 27(1), ss. 39-55.
  • Bhar, R. ve S. Hamori (2005) “Causality in Variance and the Type of Traders in Crude Oil Futures”, Energy Economics, 27, ss. 527-539.
  • Caporale, G. M., N. Pittis, ve N. Spagnolo (2006) “Volatility Transmission and Financial Crises”, Journal of Economics and Finance, 30(3), ss. 376- 390.
  • Henry, O. T., N. Olekhans, ve R. W. D. Lakhsman (2007) “Indentifying Interdependencies between South-East Asian Stock Markets: A Non￾Linear Approach”, Australian Economic Papers, June, ss. 122-135.
  • Inagaki, K. (2007) “Testing for Volatility Spillover between the British Pound and the Euro”, Research in International Business and Finance, 21, ss. 161-174.
  • De Gooijer, J. G. ve S. Sivarajasingham (2008) “Parametric and Nonparametric Granger-causality testing: Linkages between International Stock markets”, Physica A (Applications of Statistical Mechanics), 387, ss. 2547-2560.
  • Li, G., J. F. Refalo, ve L. Wu (2008) “Causality in Variance and Causality in Mean between European Government Bond markets”, Applied Financial Economics, 18, ss. 1709-1720.
  • Hanabusa, K. (2009) “Causality Relationship between the Price of Oil and Economic Growth in Japan”, Energy Policy, 37, ss. 1953-1957.
APA ATUKEREN E (2011). GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR. , 137 - 153.
Chicago ATUKEREN Erdal GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR. (2011): 137 - 153.
MLA ATUKEREN Erdal GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR. , 2011, ss.137 - 153.
AMA ATUKEREN E GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR. . 2011; 137 - 153.
Vancouver ATUKEREN E GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR. . 2011; 137 - 153.
IEEE ATUKEREN E "GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR." , ss.137 - 153, 2011.
ISNAD ATUKEREN, Erdal. "GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR". (2011), 137-153.
APA ATUKEREN E (2011). GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, 25(Özel), 137 - 153.
Chicago ATUKEREN Erdal GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi 25, no.Özel (2011): 137 - 153.
MLA ATUKEREN Erdal GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, vol.25, no.Özel, 2011, ss.137 - 153.
AMA ATUKEREN E GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi. 2011; 25(Özel): 137 - 153.
Vancouver ATUKEREN E GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi. 2011; 25(Özel): 137 - 153.
IEEE ATUKEREN E "GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR." Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, 25, ss.137 - 153, 2011.
ISNAD ATUKEREN, Erdal. "GRANGER-NEDENSELLİK SINAMALARINA YENİ YAKLAŞIMLAR". Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi 25/Özel (2011), 137-153.