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Nonlinear model for Panamax secondhand ship

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  • Ching-Chih Chang
  • Tin-Chia Lai

Abstract

Hitherto, scholarly analyses of secondhand ship prices in the international dry bulk market have focused on Capesize. This article adopts a nonlinear model based on the well-known Gaussian distribution theory, with a view to examine Panamax activity from January 1996 to December 2007. According to X-11 and Phase Average Trend (PAT) analysis, three whole cycles were discernible during the study period. Three nonlinear prediction models are developed, which are commensurate with these findings. Evidently, the empirical results match the inflated predictions of the models, with the Mean Absolute Percentage Error (MAPE) falling below 20%.

Suggested Citation

  • Ching-Chih Chang & Tin-Chia Lai, 2011. "Nonlinear model for Panamax secondhand ship," Applied Economics, Taylor & Francis Journals, vol. 43(17), pages 2193-2198.
  • Handle: RePEc:taf:applec:v:43:y:2011:i:17:p:2193-2198
    DOI: 10.1080/00036840903120670
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    References listed on IDEAS

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    1. Zarnowitz, Victor & Ozyildirim, Ataman, 2006. "Time series decomposition and measurement of business cycles, trends and growth cycles," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1717-1739, October.
    2. Ladiray, Dominique & Quenneville, Benoit, 2004. "Implementation issues on shrinkage estimators for seasonal factors within the X-11 seasonal adjustment method," International Journal of Forecasting, Elsevier, vol. 20(4), pages 557-560.
    3. Alizadeh, Amir H. & Nomikos, Nikos K., 2007. "Investment timing and trading strategies in the sale and purchase market for ships," Transportation Research Part B: Methodological, Elsevier, vol. 41(1), pages 126-143, January.
    4. Theodore Syriopoulos & Efthimios Roumpis, 2006. "Price and volume dynamics in second-hand dry bulk and tanker shipping markets," Maritime Policy & Management, Taylor & Francis Journals, vol. 33(5), pages 497-518.
    5. S D Tsolakis & C Cridland & H E Haralambides, 2003. "Econometric Modelling of Second-hand Ship Prices," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 5(4), pages 347-377, December.
    6. Gerhard Bry & Charlotte Boschan, 1971. "Foreword to "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs"," NBER Chapters, in: Cyclical Analysis of Time Series: Selected Procedures and Computer Programs, pages -1, National Bureau of Economic Research, Inc.
    7. Gerhard Bry & Charlotte Boschan, 1971. "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs," NBER Books, National Bureau of Economic Research, Inc, number bry_71-1, July.
    8. Bera, Anil K. & Jarque, Carlos M., 1981. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals : Monte Carlo Evidence," Economics Letters, Elsevier, vol. 7(4), pages 313-318.
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    Cited by:

    1. Gauri, Varun, 2013. "Redressing Grievances and Complaints Regarding Basic Service Delivery," World Development, Elsevier, vol. 41(C), pages 109-119.

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