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《Chinese Journal of Atmospheric Sciences》 1992-02
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The Stepwise Algorithm for Selecting Predictors on the Basis of the Criterion from Prediction Sum of Squares

Yao Dirong Yu Zhangxiao(Department of Geography , Hangzhou University , (Zhejiang Research Institute of Meteorological Hangzhou, 710028) Science, Hangzhou, 310021)  
In this paper, the stepwise algorithm for selecting predictors on the basis of the criterion from prediction sum of squares (PRESS) are discussed. The calculation of examples shows that, this algorithm not only is faster than the forward and backward algorithms , but also remains the same function as both the forward and backward algorithms. It is more efficient to find an optimum solution.
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