Feng Yaohuang, Yang Xu. 1989: ON THE OPTIMAL PREDICTORS AND THE OPTIMAL PREDICTIVE EQUATION. Acta Meteorologica Sinica, (1): 52-60. DOI: 10.11676/qxxb1989.007
Citation: Feng Yaohuang, Yang Xu. 1989: ON THE OPTIMAL PREDICTORS AND THE OPTIMAL PREDICTIVE EQUATION. Acta Meteorologica Sinica, (1): 52-60. DOI: 10.11676/qxxb1989.007

ON THE OPTIMAL PREDICTORS AND THE OPTIMAL PREDICTIVE EQUATION

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  • Received Date: September 14, 1987
  • Revised Date: November 23, 1987
  • Published Date: February 19, 2013
  • In this paper, four types of predictors were proposed from the actual situanon of relationship between predictand and predictors, then the optimal predictors were selected using the principles of optimization method, at the same time the optimal prediction equation was selected based on the method which was used to the forcing introduction of some important predictors. The computing results from two examples show that the optimal predictors were mainly nonlinear, so that the prediction equations builded from stepwise regression or step-wise discrimination method were also nonlinear.The authors bear out that the prediction acuracy of the nonlinear equation is better than the linear one.Finally,the authors also indieate this nonliear prediction techniques might extend to various aspects relating to the quantitative and qualitative forecasting works on multivariate analysis.
  • 冯胭煌、杨旭,最优化方法在天气预报中的应用,气象,1987年第8期14-19.
    黄嘉佑编,气象统计预报试用教材,63-67, 84-85,北京大学地球物理系气象专业出版,1981年.
    范鸣玉、张羞等编,最优化技术基础,105-120,清华大学出版让,1982年.
    朱伯承,统计天气预报,86-87, 263-265, 300,上海科学技术出版社,1981年.
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