A factor model for co-movements of commodity prices

B-Tier
Journal: Journal of International Money and Finance
Year: 2014
Volume: 42
Issue: C
Pages: 289-309

Authors (2)

Score contribution per author:

1.005 = (α=2.01 / 2 authors) × 1.0x B-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

We fit a factor model to two monthly panels of deflated prices of energy, metals and agricultural commodities. Prices consistently display a tendency to revert towards the factor, though the speed of reversion to the factor is slow. Using both in- and out-of-sample metrics, we compare the factor model to that of a “no change” model and to two simple models that tie changes in commodity prices to percentage change in either global industrial production or the U.S. dollar. The factor model does relatively well at long (12 month) horizons. In terms of commodities, the factor model's performance is best for energy prices, worst for metals, with agricultural prices falling in between.

Technical Details

RePEc Handle
repec:eee:jimfin:v:42:y:2014:i:c:p:289-309
Journal Field
International
Author Count
2
Added to Database
2026-01-29