The effects of skewness and kurtosis on production and hedging decisions: a Gram-Charlier expansion approach

Abstract In this study, we propose a Gram-Charlier expansion approach to investigate the impact of skewness and kurtosis on production and hedging decisions. Consistent with the existing literature, we find that skewness and kurtosis do not affect decisions regarding optimal production; however, they significantly influence optimal hedging decisions. We observe that positive skewness with platykurtic spot prices or negative skewness with leptokurtic spot prices often leads to over-hedging when the initial forward contract price exceeds its expected value. Conversely, under-hedging is expected when the initial forward contract price falls below its expected value. In other conditions, skewness can either promote or impede speculative future trading. Using the Gram-Charlier expansion of the spot price density function, we find that optimal future positions depend on forward prices, the hedgers’ risk preference, and the spot price distribution. Simulations validate our findings on the impact of skewness and kurtosis on future hedging. Finally, we analyze of a cotton storage and forward contracting dataset to illustrate the application of our methodology and support our theoretical results.

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Publication Details

Journal
Financial Innovation
Published
2025-01-27
DOI
https://doi.org/10.1186/s40854-024-00680-w
Citations
1
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
3.13

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article

The effects of skewness and kurtosis on production and hedging decisions: a Gram-Charlier expansion approach

Xiongxin Dai, Xuejun Jiang, Likun Cheng
1 citations
Financial Innovation
Market Dynamics and Volatility
3.13
article

The effects of skewness and kurtosis on production and hedging decisions: a Gram-Charlier expansion approach

Xiongxin Dai, Xuejun Jiang, Likun Cheng
article en
1 citations

Abstract

Abstract In this study, we propose a Gram-Charlier expansion approach to investigate the impact of skewness and kurtosis on production and hedging decisions. Consistent with the existing literature, we find that skewness and kurtosis do not affect decisions regarding optimal production; however, they significantly influence optimal hedging decisions. We observe that positive skewness with platykurtic spot prices or negative skewness with leptokurtic spot prices often leads to over-hedging when the initial forward contract price exceeds its expected value. Conversely, under-hedging is expected when the initial forward contract price falls below its expected value. In other conditions, skewness can either promote or impede speculative future trading. Using the Gram-Charlier expansion of the spot price density function, we find that optimal future positions depend on forward prices, the hedgers’ risk preference, and the spot price distribution. Simulations validate our findings on the impact of skewness and kurtosis on future hedging. Finally, we analyze of a cotton storage and forward contracting dataset to illustrate the application of our methodology and support our theoretical results.

Financial InnovationVol. 11(1)
Southern University of Science and Technology (CN), Minjiang University (CN), Yunnan Investment Group (China) (CN), Western Sydney University (AU)
National Science Foundation, National Natural Science Foundation of China, Minjiang University, Science and Technology Planning Project of Shenzhen Municipality
Openalex Percentile: Top 10%
Market Dynamics and Volatility
3.13
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The effects of skewness and kurtosis on production and hedging decisions: a Gram-Charlier expansion approach — Xiongxin Dai, Xuejun Jiang, et al. · Financial Innovation (2025) | TGRS Research Map | TGRS