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The forecasting performance of implied volatility from live cattle options contracts: Implications for agribusiness risk management
Author(s) -
Manfredo Mark R.,
Sanders Dwight R.
Publication year - 2004
Publication title -
agribusiness
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.57
H-Index - 43
eISSN - 1520-6297
pISSN - 0742-4477
DOI - 10.1002/agr.20003
Subject(s) - agribusiness , volatility (finance) , futures contract , implied volatility , economics , econlit , inefficiency , financial economics , volatility swap , econometrics , realized variance , stochastic volatility , microeconomics , agriculture , ecology , medline , political science , law , biology
This research examines the forecasting performance of implied volatility derived from nearby live cattle options contracts in predicting 1‐week volatility of nearby live cattle futures prices. Forecast evaluation is conducted from the perspective of an agribusiness risk manager. The methodology employed avoids overlapping forecast horizons and focuses on forecast errors, minimizing interpretive issues. Results suggest that implied volatility is a biased and inefficient forecast of 1‐week nearby live cattle futures price volatility. However, implied volatility encompasses all information provided by a time series alternative, and it has improved as a forecast over time. These findings provide insight to agribusiness risk managers on how to adjust for bias and inefficiency of implied volatility, and provide insight into their information content. [JEL/EconLit citations: Q130, Q140, G130.] © 2004 Wiley Periodicals, Inc. Agribusiness 20: 217–230, 2004.