FORECASTING CRUDE OIL PRICE MOVEMENTS WITH OIL-SENSITIVE STOCKS
Shiu-Sheng Chen
Economic Inquiry, 2014, vol. 52, issue 2, 830-844
Abstract:
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This paper uses monthly data from 1984:M10 to 2012:M8 to show that oil-sensitive stock price indices, particularly those in the energy sector, have strong power in predicting nominal and real crude oil prices at short horizons (1-month-ahead predictions), using both in- and out-of-sample tests. In particular, the forecasts based on oil-sensitive stock price indices are able to outperform significantly the no-change forecasts. For example, using the NYSE Arca (AMEX) oil index as a predictor, the 1-month-ahead forecasts for nominal crude oil prices reduce the mean squared prediction error by between 22% (for the West Texas Intermediate oil price) and 28% (for the Dubai oil price). Moreover, we find that the directional forecast based on the AMEX oil index is significantly better than a 50:50 coin toss. The novelty of this analysis is that it proposes a new and valuable predictor that both reflects timely market information and is readily available for forecasting the spot oil price.(JEL G17, Q43, Q47, C53)
Date: 2014
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Working Paper: Forecasting Crude Oil Price Movements with Oil-Sensitive Stocks (2013)
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Persistent link: https://EconPapers.repec.org/RePEc:bla:ecinqu:v:52:y:2014:i:2:p:830-844
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