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Regime Switching Stochastic Volatility: The Output Growth Behaviour

Cilt: 11 Sayı: 2 25 Nisan 2018
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Regime Switching Stochastic Volatility: The Output Growth Behaviour

Öz

The output volatility can cause the recession in the economy by random shocks. Growth volatility, output variability, fluctuation in output, and business cycle volatility are used as the output uncertainty in the literature.  Regime switching and the stochastic volatility is combined within this paper to explain the behaviour of output growth and its volatility. Moreover, this study pointed out the sign and direction of the relation between output growth and its uncertainty in Turkey as a developing country. In the scope of the study, a single economic variable is preferred as a reference series and, although GDP is the “reference” series that determines the situation of economic activity, monthly industrial production index series is used instead of quarterly basis GDP between 1987: 01-2017: 04 monthly periods.  

Anahtar Kelimeler

Stochastic volatility,Markov regime switching model,output uncertainty,causality

Kaynakça

  1. Burns, A. & Mitchell, F.W, C. (1946). Measuring Business Cycles. National Bureau of Economic Research.
  2. Delong, J. & Summers B.L.H. (1984).Are Business Cycles Symmetric?. National Bureau of Economic Research.
  3. Diebold, F. & Rudebusch, G. (1996).Measuring Business Cycles: A Modern Perspective. Review of Economics and Statistics, 78, 68- 77.
  4. Frisch, R. (1993).Propagation Problems and Impulse Problems in Dynamic Economics Economic Essays in Honor of Gustav Cassel, Taylor And Francis Group, 171–205.
  5. Hall, S., Psaradakis, Z., & M. Sola, M. (1999). Detecting Periodically Collapsing Bubbles: A Markov-Switching Unit Root Test. Journal of Applied Econometrics, 14, 143- 154.
  6. Hamilton, J. D.(1989). A New Approach to the Economic Analysis of Non-stationary Time Series and The Business Cycle. Econometrica, 57, 357—384.
  7. Hamilton, J. D. (1994). Time Series Analysis. Princeton Universities Press, New Jersey.
  8. Harding, D. & Pagan, A. (2002a). A Comparison of Two Business Cycle Dating Methods. Journal of Economic Dynamics and Control, 1681- 1690.
  9. Keynes, J., M. (1936). The General Theory Of Employment, Interest And Money. Macmillan.
  10. Kim, Ch. & Nelson, Ch. (1999). Friedman's Plucking Model of Business Fluctuations: Tests and Estimates of Permanent and Transitory Components. Journal of Money, Credit, and Banking 31, 317-334.

Kaynak Göster

APA
Terzioğlu, M. K. (2018). Regime Switching Stochastic Volatility: The Output Growth Behaviour. Ömer Halisdemir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 11(2), 195-202. https://doi.org/10.25287/ohuiibf.407225
AMA
1.Terzioğlu MK. Regime Switching Stochastic Volatility: The Output Growth Behaviour. ÖHÜİİBFD. 2018;11(2):195-202. doi:10.25287/ohuiibf.407225
Chicago
Terzioğlu, Mehmet Kenan. 2018. “Regime Switching Stochastic Volatility: The Output Growth Behaviour”. Ömer Halisdemir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 11 (2): 195-202. https://doi.org/10.25287/ohuiibf.407225.
EndNote
Terzioğlu MK (01 Nisan 2018) Regime Switching Stochastic Volatility: The Output Growth Behaviour. Ömer Halisdemir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 11 2 195–202.
IEEE
[1]M. K. Terzioğlu, “Regime Switching Stochastic Volatility: The Output Growth Behaviour”, ÖHÜİİBFD, c. 11, sy 2, ss. 195–202, Nis. 2018, doi: 10.25287/ohuiibf.407225.
ISNAD
Terzioğlu, Mehmet Kenan. “Regime Switching Stochastic Volatility: The Output Growth Behaviour”. Ömer Halisdemir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 11/2 (01 Nisan 2018): 195-202. https://doi.org/10.25287/ohuiibf.407225.
JAMA
1.Terzioğlu MK. Regime Switching Stochastic Volatility: The Output Growth Behaviour. ÖHÜİİBFD. 2018;11:195–202.
MLA
Terzioğlu, Mehmet Kenan. “Regime Switching Stochastic Volatility: The Output Growth Behaviour”. Ömer Halisdemir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, c. 11, sy 2, Nisan 2018, ss. 195-02, doi:10.25287/ohuiibf.407225.
Vancouver
1.Mehmet Kenan Terzioğlu. Regime Switching Stochastic Volatility: The Output Growth Behaviour. ÖHÜİİBFD. 01 Nisan 2018;11(2):195-202. doi:10.25287/ohuiibf.407225