SONGKLANAKARIN JOURNAL OF SCIENCE & TECHNOLOGY

Volume 42, No. 06, Month NOVEMBER, Year 2020, Pages 1221 - 1226

Can crude oil prices predict world tuna prices

Boonmee Lee , Mayuening Eso , Apiradee Lim and Don McNeil

Abstract Download PDF

World tuna prices exhibit substantial fluctuations over time. We studied monthly tuna and preceding crude oil prices from 1986 to 2018, using linear regression models with autoregressive and moving average (ARMA) errors. Results indicated that a model including an increasing linear trend, the oil price 21 months earlier, and a simple ARMA(1,1) error process could predict the monthly tuna price reasonably well for recent years, but not prior to 1999. This suggests that oil prices began to affect tuna process only after the global financial crisis, but it takes nearly two years before a change in the oil price affects the tuna price.

Keywords

tuna prices, crude oil prices, ARMA process, regression with autocorrelated errors, time series forecasting

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