On agricultural commodities’ extreme price risk

被引:0
|
作者
Maarten R. C. van Oordt
Philip A. Stork
Casper G. de Vries
机构
[1] Bank of Canada,School of Business and Economics
[2] Funds Management and Banking Department,Erasmus School of Economics
[3] Vrije Universiteit Amsterdam,undefined
[4] Tinbergen Institute,undefined
[5] Erasmus University Rotterdam,undefined
来源
Extremes | 2021年 / 24卷
关键词
Commodity prices; Extreme value theory; Heavy tails; Risk management; 60G70; 62G32;
D O I
暂无
中图分类号
学科分类号
摘要
We show how fat tails in agricultural commodity returns arise endogenously from productivity shocks in a standard macroeconomic model. Using nearly ninety years of data, we show that the eight agricultural commodities in our sample exhibit fat-tailed return distributions. Statistical tests confirm the heavy-tailedness of price spikes for agricultural commodities. We apply extreme value theory to estimate the size and likelihood of price spikes in agricultural commodities. Back-testing verifies the validity of our risk assessment methodology.
引用
收藏
页码:531 / 563
页数:32
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