Multivariate modeling and analysis of regional ocean freight rates

作者：Adland Roar; Benth Fred Espen^*; Koekebakker Steen

来源：Transportation Research Part E: Logistics and Transportation Review , 2018, 113: 194-221.

DOI：10.1016/j.tre.2017.10.014

• Freight rates
• Autoregressive models in continuous time
• Cointegration
• Forward freight agreements

In this paper, we propose a new multivariate model for the dynamics of regional ocean freight rates. We show that a cointegrated system of regional spot freight rates can be decomposed into a common non-stationary market factor and stationary regional deviations. The resulting integrated CAR process is new to the literature. By interpreting the common market factor as the global arithmetic average of the regional rates, both the market factor and the regional deviations are observable which simplifies the calibration of the model. Moreover, forward contracts on the market factor can be traded in the Forward Freight Agreement (FFA) market. We calibrate the model to historical spot rate processes and illustrate the term structures of volatility and correlation between the regional prices and the market factor. Our model is an important contribution towards improved modelling and hedging

• 出版日期2018-5