Journal of Korea Port Economic Association (한국항만경제학회지)

The Korea Port Economic Association (한국항만경제학회)
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Empirical Analysis on Rational Bubbles in Ship Prices

선박가격의 합리적 거품에 대한 실증 분석

  • Received : 2018.08.31
  • Accepted : 2018.09.28
  • Published : 2018.09.30
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Abstract

This study empirically tests the presence of rational bubbles in the ship prices using time series data from October 1996 to April 2017. To detect the existence of ship prices' rational bubbles, we use integration and cointegration tests, which were proposed by Campbell and Shiller(1987) and Diba and Grossman(1988), for circumventing misspecification of ship price model and applying the bubble test to nonstationary time series. The result of integration test supports existence of tanker price's rational bubble. The co-integration test also shows that drybulk ship and containership prices have been overvalued relative to the market fundamental, drybulk and container freight rates, due to non-stationary rational bubbles. These results provide Korean shipping industry and authorities implications that anticyclical ship investment and long-term and steady fleet capacity expansion policy are needed.

본 연구는 1996년 10월부터 2017년 4월까지의 건화물선, 컨테이너선, 유조선 가격과 운임 자료를 사용하여 선가의 합리적 거품 유무를 검정하였다. 기존의 연구와 달리, 컨테이너선, 유조선 가격으로 실증분석 범위를 확장하여 모형설정 오류에서 자유로운 안정성에 기초한 안정성 검정과 공적분 검정을 활용하였다. 안정성 검정 결과, 유조선 가격에 거품이 존재하였으며, 공적분 검정은 건화물선과 컨테이너선의 가격에 거품이 포함되었다는 결과를 나타내었다. 이러한 실증분석 결과는 우리나라 해운기업이 저선가 시기에 선박을 확보하는 선박투자 전략을 채택해야하며, 이를 촉진하기 위한 정부의 금융 지원과 안정적인 선복량 확보 정책 수립의 필요성을 시사한다.

Keywords

References

  1. 김원재(2011), 해운산업 수익성 제고 투자의사결정 모델 구축에 관한 연구, 한국항만경제학회지, 제27집 제2호, 297-311.
  2. 김현석.장명희(2014), 해운경기변동과 선박수요.공급 간의비선형 장기균형관계 분석, 한국해운물류, 제30권 제2호, 381-399.
  3. 배동진 (2010), 한국해운산업 의사결정 구조연구 : 선박투자를 중심으로, 서강대학교 대학원 박사학위논문.
  4. 윤기향(2000), 한국주식시장에 합리적 거품이 존재하는가 : 이론과 실증분석, 한국경제연구원 연구보고서.
  5. 이용만(2007), 부동산가격의 거품 여부와 급락 가능성-주택시장을 중심으로, 한국재무학회 2007 춘계 정책 심포지엄.
  6. 임종관.김우호.고병욱.최영석.강종희(2009), 우리나라 해운산업의 불황 극복 및 위기반복 예방책 연구, 한국해양수산개발원 연구보고서.
  7. 전해정(2014), 한국 부동산 시장의 합리적 버블 추정에 관한 실증연구, 한국경제지리학회지, 제17권 제1호, 147-159.
  8. 전형진.윤희성.최영재(2017), 우리나라 해운금융의 한계 및 발전방향, 한국해양수산개발원 연구보고서.
  9. Adland, R., Jia, H. and S. Strandenes(2006), Asset Bubbles in Shipping? An Analysis of Recent History in the Drybulk Market, Maritime Economics & Logistics, 8(3), 223-233.
  10. Alizadeh, A. and Nomikos, N. K.(2007), Investment timing and trading strategies in the sale and purchase market for ships, Transportation Research Part B: Methodological, 41(1), 126-143.
  11. Beenstock, M.(1985), A Theory of Ship Prices, Maritime Policy and Management, 12, 215-225.
  12. Beenstock, M. and Vergottis, A.(1989), Econometric Modelling of World Shipping, Chapman & Hall.
  13. Bulut, E., Duru, O. and Yoshida, S.(2013), Market entry, asset returns and irrational exuberance: asset management anomalies in dry cargo shipping, International Journal of Shipping and Transport Logistics, 5(6). 652-667.
  14. Campbell J. Y. and R. J. Shilller(1987), Cointegration and tests of present value models, Journal of Political Economy, 95(5), 1062-1088.
  15. Case, K. and R. Shiller(2003), Is There a Bubble in the Housing Market?, Brookings Papers on Economic Actvity, 34(2), 299-362.
  16. Charemza, W. and Gronicki, M.(1981), An econometric model of world shipping and shipbuilding, Maritime Policy and Management, 8, 21-30.
  17. Chen, S., S. Zheng and H. Meersman(2018), Testing for the burst of bubbles in drybulk shipping market using log periodic power law model, Maritime Business Review.
  18. Dezhbakhsh, H. and A. Demirguc-Kunt(1990), On the presence of speculative bubbles in stock prices, Journal of Financial and Quantitative Analysis, 25, 101-112
  19. Diba, B., and H. Grossman(1988), The theory of rational bubbles in stock prices, Economic Journal, 98, 746-754.
  20. Engle, R. F. and C. W. J. Granger(1987) "Co-Integration and Error-Correction: Representation, Estimation, and Testing." Econometrica. 55, 251-276.
  21. Evans, G. W.(1991), Pitfalls in Testing for Explosive Bubbles in Asset Prices, American Economic Review, 81, 992-930.
  22. Fama, E.(1970), Efficient Capital Markets: A Review of Theory and Empirical Work, Journal of Finance, 25, 383-417.
  23. Filimonov, V. and Sornette, D.(2013), A stable and robust calibration scheme of the log-periodic power law model", Physica A: Statistical Mechanics and Its Applications, 392(17), 3698-3707.
  24. Garber, P. M.(2000), Famous First Bubbles: The Fundamentals of Early Manias, The MIT Press.
  25. Goulilmos, A. M., Giziakis, C. and Georgantzi, A.(2012), An application of non-linear methods to the prediction of future freight rates, International Journal of Shipping and Transport Logistics, 4(1), 78-106.
  26. Gourieroux, C., J. Laffont and A. Monfort(1982), Rational expectations in dynamic linear models: analysis of the solutions, Econometrica, 50, 409-425.
  27. Greenwood, R. and Hanson, S. G.(2014), Waves in ship prices and investment, The Quarterly Journal of Economics, 4(1), 78-106.
  28. Hamilton, J. and C. Whiteman(1985), The observable implications of self-fulfilling expectations, Journal of Monetary Economics, 16, 353-373.
  29. Hamilton, J.(1986), On testing for self-fulfilling speculative price bubbles, International Economic Review, 27, 545-552.
  30. Kindleberger, C. P.(1978), Manias, Panics and Crashes: A History of Financial Crisis, New York Basic Books.
  31. LeRoy, S. and R. Porter(1981), The Present Value Relation: Tests Based on Implied Variance Bounds, Econometrica, 49, 555-574.
  32. Meese, R.(1986), Testing for bubbles in exchange markets: A case for sparkling rate?, Journal of Political Economy, 94, 345-373.
  33. Merikas, A. G., Merika, A. A., and Koutroubousis, G.(2008), Modelling the investment decision of the entrepreneur in the tanker sector: choosing between a second-hand vessel and a newly built one, Maritime Policy and Management, 35(5), 433-447.
  34. Obstfeld, M. and K. Rogoff(1983), Speculative Hyperinflations in Maximizing Models: Can We Rule Them out?, NBER Working Paper No. 2203.
  35. Obstfeld, M. and K. Rogoff(1986), Ruling out Divergent Speculative Bubbles, Journal of Monetary Economics, 17, 349-362.
  36. Said, E. and Dickey, D. A.(1984), "Testing for Unit Roots in Autoregressive-moving Average Models of Unknown Order," Biomerika, Vol. 71(3), 599-607
  37. Salge, M.(1996), Rational Bubbles: Theoretical Basis, Economic relevance, and Empirical Evidence with a Special Emphasis on the German Stock Market, Springer.
  38. Scherbina, A. and B. Schlusche(2014), Aseet price bubbles: A Survey, Quantitative Finance, 14(4), 589-604.
  39. Shiller, R.(1981), Do Stock Prices Move Too Much to Be Justifiend by Subsequent Changes in Dividends?, American Economic Review, 71, 421-436.
  40. Shiratsuka, S.(2000), Is There a Desirable Rate of Inflation? A Theoretical and Empirical Survey," IMES(Institute for Monetary and Economic Studies) Discussion Paper No. 2000-E-32.
  41. Sornette, D., Johansen, A., and Bouchaud, J. (1996), Stock market crashes, precursors and replicas, Journal De Physique, 6(1), 167-175.
  42. Strandenes, S. P.(1986) NORSHIP - a sumulation model for bulk shipping markets, Center for Applied Research, Norwegian School of Economics and Business Administration, Bergen, Norway.
  43. Tirole, J.(1982), On the Possibility of Speculation under Rational Expectations, Econometrica, 50, 1163-1181.
  44. Tirole, J.(1985), Asset bubbles and overlapping generations, Econometrica, 53, 1499-1528.
  45. West, K.(1987), A Specification Test for Speculative Bubbles, The Quarterly Journal of Economics, 102, 553-580.