三种航运运费指数对航运公司股票价格影响的实证研究

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摘要

目的 - 本研究选取了美国、中国和韩国三个国家的航运公司股票数据,研究不同航运运费指数的波动对航运公司股票价格的影响。设计/方法/途径 - 本研究采用 Johansen 协整检验来考察航运运费指数与航运公司股票价格之间的长期均衡关系。接着,通过建立 VECM 模型,分析了不同航运运费指数对航运公司股票价格的短期调整效应。最后,在 VECM 模型的基础上,通过预测误差方差和脉冲响应函数分析了航运公司股票价格对不同航运运费指数冲击的响应。研究结果 - 协整检验表明,各航运公司股价与三个航运运费指数(BDI、BDTI、SCFI)之间存在长期均衡关系。IRF 和预测误差方差分解的结果表明,与 BDI 和 BDTI 的冲击相比,航运公司股票价格对 SCFI 冲击的反应较弱。BDI 对 HMM 和 MATX 预测误差方差的解释力相同,BDTI 的冲击对中远海运_SH 预测方差误差的解释力最大。研究意义 - 本研究的分析结果旨在为市场内的投资者提供一定的参考信息,以降低投资风险。
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An Empirical Study of the Impact of Three Shipping Freight Rate Indices on Shipping Company Stock Prices
Purpose - In this study, stock data of shipping companies were selected from three countries, USA, China, and Korea, to investigate the impact of fluctuations in different shipping freight indices on shipping company stock prices. Design/Methodology/Approach - Johansen cointegration tests were used in this study to look at the longrun equilibrium relationships between shipping freight indices and the stock prices of shipping companies. Next, the short-term adjustment effect of different shipping freight indices on shipping company stock prices was analyzed by establishing a VECM model. Finally, the responses of shipping company stock prices to shocks from different shipping freight indices were analyzed by forecast error variance and impulse response functions based on the VECM model. Findings - The cointegration test demonstrated a long-run equilibrium relationship between each shipping company’s stock price and the three shipping freight indices (BDI, BDTI, SCFI). The results of IRF and forecast error variance decomposition showed that the response of shipping company stock prices to shocks from the SCFI is weak compared to the shocks from the BDI and BDTI. The BDI has the same explanatory power for the forecast error variance of HMM and MATX, and the shocks from the BDTI contributed the most to explaining the forecast variance error of COSCO_SH. Research Implications - The analysis findings of this research are meant to give investors within the market certain reference information to reduce investment risks.
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