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Crop Yield Expectation Stochastic Process with Beta Distribution as Limit, A

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Author Info
David A. Hennessy () (Center for Agricultural and Rural Development (CARD))

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Abstract

The modeling of price risk in the theory and practice of commodity risk management has been developed far beyond that of crop yield risk. This is in large part due to the use of plausible stochastic price processes. We use the Pólya urn to identify and develop a model of the crop yield expectation stochastic process over a growing season. The process allows a role for agronomic events, such as growing degree days. The model is internally consistent in adhering to the martingale property. The limiting distribution is the beta, commonly used in yield modeling. By applying binomial tree analysis, we show how to use the framework to study hedging decisions and crop valuation.

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File URL: http://www.card.iastate.edu/publications/synopsis.aspx?id=1117
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Publisher Info
Paper provided by Center for Agricultural and Rural Development (CARD) at Iowa State University in its series Center for Agricultural and Rural Development (CARD) Publications with number 09-wp501.

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Date of creation: Nov 2009
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Handle: RePEc:ias:cpaper:09-wp501

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Related research
Keywords: crop insurance; growing degree days; martingale; Pólya urn; stochastic process.;

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  1. Antle, John M. & Capalbo, Susan M. & Crissman, Charles C., 1994. "Econometric Production Models With Endogenous Input Timing: An Application To Ecuadorian Potato Production," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 19(01), July. [Downloadable!]
  2. Octavio A. Ramírez & Tanya McDonald, 2006. "Ranking Crop Yield Models: A Comment," American Journal of Agricultural Economics, American Agricultural Economics Association, vol. 88(4), pages 1105-1110, November. [Downloadable!] (restricted)
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This page was last updated on 2009-12-7.


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