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  • 标题:Bayesian Estimation of Optimal Nitrogen Rates with a Non-Normally Distributed Stochastic Plateau Function
  • 本地全文:下载
  • 作者:Ouedraogo, Frederic B. ; Brorsen, B. Wade
  • 期刊名称:Journal of Food Distribution Research
  • 印刷版ISSN:0047-245X
  • 出版年度:2014
  • 卷号:SUPPL
  • 出版社:Food Distribution Research Society
  • 摘要:Despite abundant literature on crop yield distributions, there is no strict agreement about functional form and distributional assumptions. This paper estimated the optimal nitrogen rates in wheat production assuming a stochastic plateau yield function with nonnormal random effects. The yield plateau parameter is assumed to be beta distributed. The parameters are estimated using a Bayesian estimation methods and a noninformative prior. The maximum likelihood method was also used to compare the results of the two approaches. The results indicate a slight difference in nitrogen recommendation, which can be associated with the fact that the Bayesian methods capture parameter uncertainty while the MLE does not.
  • 关键词:Key Words: wheat;Bayesian Approach;nitrogen rates;Stochastic Plateau
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