The sharp peak-flat trough pattern and critical speculation
B. M. Roehner, D. Sornette

TL;DR
This paper identifies a characteristic peak-flat trough pattern in commodity prices, attributing it to endogenous market organization and herding, which challenges existing models and suggests the need for nonlinear effects.
Contribution
It provides empirical evidence of a specific price pattern and links it to market herding, proposing a new perspective on modeling commodity price dynamics.
Findings
Identifies a sharp peak-flat trough pattern in commodity prices
Links pattern to endogenous market organization and herding
Suggests nonlinear effects are necessary in models
Abstract
We find empirically a characteristic sharp peak-flat trough pattern in a large set of commodity prices. We argue that the sharp peak structure reflects an endogenous inter-market organization, and that peaks may be seen as local ``singularities'' resulting from imitation and herding. These findings impose a novel stringent constraint on the construction of models. Intermittent amplification is not sufficient and nonlinear effects seem necessary to account for the observations.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMarket Dynamics and Volatility · Monetary Policy and Economic Impact · Economic theories and models
