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Document Type
Thesis - University Access Only
Award Date
2013
Degree Name
Master of Science (MS)
Department / School
Economics
First Advisor
Zhiguang Wang
Abstract
Prices of many commodities, including wheat, exhibit stochastic patterns in volatility. This thesis examines the effects of seasonality and stochastic volatility on the pricing performance in the Chicago and Kansas City wheat options markets. This study uses a seasonal stochastic volatility model consistent with the Samuelson Hypothesis. The model parameters were estimated using panel data comprised of daily prices of settled wheat futures and American-style options written on these futures contracts that are traded at the Chicago Board of Trade (CBOT) and Kansas City Board of Trade (KBOT). The seasonal stochastic volatility (SSV) model is compared with the benchmark Black’s (1976) model to examine the effects of seasonality and stochastic volatility on the pricing performance of the wheat options. The results demonstrate that incorporating seasonality, the Samuelson’s Hypothesis, and stochastic volatility significantly improves the pricing accuracy and hedging performance of wheat options in the two markets.
Library of Congress Subject Headings
Options(Finance)
Wheat--Prices
Wheat trade
Seasonal variations(Economics)
Stochastic processes
Description
Includes bibliographical references (pages 61-64)
Format
application/pdf
Number of Pages
73
Publisher
South Dakota State University
Rights
In Copyright - Educational Use Permitted
http://rightsstatements.org/vocab/InC-EDU/1.0/
Recommended Citation
Osei, Michael Jamel, "Seasonality and Stochastic Volatility in the Wheat Options" (2013). Electronic Theses and Dissertations. 1614.
https://openprairie.sdstate.edu/etd/1614