阿拉伯海湾油轮运价领先指标

Eric Tham
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引用次数: 3

摘要

本文通过贝叶斯逻辑回归,推导出阿拉伯湾油轮运价的价格驱动因素,形成先行指标。根据统计标准和投机性回测结果,筛选了一系列价格驱动因素。结果显示,亚洲炼油利润率、阿拉伯湾原油产量、船舶利用率和布伦特-迪拜价差是TD3最重要的价格驱动因素。这些驱动因素的时间序列表明,自2004年以来,阿拉伯海湾的产量相对于布伦特-迪拜价差的重要性不断下降。对TD1和TD3基准的矢量误差校正机制分析表明,TD1的回报率落后于TD3的回报率。版权所有2008作者。石油输出国组织2008年期刊汇编。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Leading Indicators for Arabian Gulf Oil Tanker Rates
In this paper, price drivers for the Arabian Gulf oil tanker rates were derived from the Bayesian logistic regression to form a leading indicator. A universe of price drivers was filtered based on statistical criteria and speculative backtest results. Results showed that refining margins in Asia, crude production in the Arabian Gulf, the vessel utilisation rate and Brent-Dubai spreads were the most significant price drivers of TD3. A time series of these drivers indicates that Arabian Gulf production has a declining importance relative to the Brent-Dubai spreads since 2004. A vector error correction mechanism analysis of the TD1 and TD3 benchmarks indicates that TD1 returns lag behind TD3 rates. Copyright 2008 The Author. Journal compilation 2008 Organization of the Petroleum Exporting Countries.
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