Forecasting Oil Prices

Forecasting oil futures by Justin Wolfers (Wharton School, Univ. of Pennsylvania) on Marketplace (a great show by the way)

In fact, Ron Alquist and Lutz Killian, two University of Michigan economists, recently assessed the forecasting performance of the no-change rule. Amazingly, this simple rule did better than the average of dozens of professional forecasters! In fact, the no-change forecast was 34 percent more accurate at predicting oil prices in three months time, and 18 percent more accurate at predicting prices in a year’s time. While professional prognosticators might argue that this difference isn’t statistically significant, it sure is embarrassing.

Others ignore the professional forecasters and focus instead on what futures markets are saying. But it turns out that even futures prices are not as accurate as our simple formula. Even sophisticated econometric models don’t yield better forecasts than our simple no-change rule.

The truth is that forecasting oil prices is so darn hard that complicated formulae add nothing but complexity. And so the simplest forecasting rule also turns out to be the best.

This is another example of how tricky it is to predict financial markets. I am a bit surprised for relatively longer periods (like a year) the professionals do so poorly. My father, a statistician (among other things), challenged me to predict the movement of stocks on a daily basis better than his prediction (which was no change). I can’t remember the result – which makes me think I failed. I think I would be more likely to remember if I succeeded.

Related: Prediction Markets at GoogleIllusion of Explanatory Depth30 Year Fixed Mortgage Rates GraphRandomization in Sports

Comments

One response to “Forecasting Oil Prices”

  1. Oil has fallen to $40 a barrel from nearly $140 less than a year ago. Now that $140 level was the result of a huge spike in the price. But if I owned a bunch of oil (as a country or a company) I sure wouldn’t want to sell it at $40…

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