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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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2 Zhao Chengsong;Zhao Renqu;Yang Ming (Anhui Academy of Agricultural Sciences);Studies on the Effects of Outlier on the Optimum Relationship between Genetic Distance and Heterosis in Wheat[J];Journal of Anhui Agricultural University;1993-02
3 Yang Ming;Yu Haihe; Zhang Fen(Anhui AgricLiItural University,Hefei 230036)Zhao Cliensong; Zliao Renqu; Chen Hecai(Anhui Academy of Agricultural Sciences);Study on the Bcst Fittirig of Relationship between Genetic Distance and Heterosis in Wheat[J];JOURNAL OF ANHUI AGRICULTURAL UNIVERSITY;1996-01
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2 Huang Jiayou(Department of Geophysics, Peking University, Beijing 100871);A Study of Predictability of Statistical-Dynamic Model for Subhigh by Using Canonical Correlation Analysis[J];SCIENTIA ATMOSPHERICA SINICA;1995-02
3 You Weihong, Lin Zhenshan and Deng Ziwang (Department of Atmospheric Sciences Nanjing University, Nanjing 210093);An Adaptive Multiresolution Data Filter and Its Application in Climatic Diagnosis in China[J];SCIENTIA ATMOSPHERICA SINICA;1997-02
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【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 XU Xing-bo et al (Jilin Meteorological Bureau,Jilin,Jilin 132013);Analysis on the Acid Rain Situations in Jilin City in 2008[J];Journal of Anhui Agricultural Sciences;2009-13
2 DONG An-xiang~(1), LI DONG-liang~(2, 3), GUO Hui~(2, 3)(1. Lanzhou Arid Meteorological Institute, Chinese Meteorological Administration, Lanzhou Gansu 730020, China; 2. Cold and AridRegions Environmental and Engineering Research Institute, Chinese Academy of Science, Lanzhou Gansu 730000, China;su 730020, China);Impact of ENSO on Air Temperature and Ground Temperatureand Its Forecast along the Qinghai-Tibetan Railway[J];Journal of Glaciology and Geocryology;2004-06
3 LIAO Chu - Jiang,DU Qing-yun,CAI Zhong - liang,WANG Chang-yao The State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing Applications,CAS, Beijing 100101; School of Resource and Environmental Sciences,Wuhan University,Wuhan 430079, China;Design and Realization of Air Quality Numerical Forecast Pattern Based on Java RMI[J];Geography and Geo-Information Science;2005-06
4 ZHANG Lina1,2,3,ZHANG Chaolin1,WANG Bizheng2,and ZENG Qingcun21 Institute of Urban Meteorology,China Meteorological Administration,Beijing 1000892 Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 1000293 Graduate University of Chinese Academy of Sciences,Beijing 100049;Evolution Characteristics of Atmospheric Visibility in the Beijing Expressway and the Corresponding Physical Analysis[J];Chinese Journal of Atmospheric Sciences;2008-06
5 YAN Li-jun HUANG Xian-xiang CHEN Xiao-yun ZHANG Xiao-xia (Foshan Meteorological Bureau,Foshan 525000,China);Cause Analysis on a Rare Cold and Raing Weather in Foshan City in Early 2008 in Comparison with Climatic Features[J];Guangdong Meteorology;2008-02
6 LIU Weimin,ZHAO Xiaoqiang,WANG Long,WANG Tong (Tianshui Meteordogical Bureau,Tianshui Gansu 741018,China);The Forecast about Short-Term Drought Climate in Tianshui[J];Gansu Meteorology;2000-04
7 HE Xiaojuan(Qinzhou Weather Bureau, Qinzhou, Guangxi, 535000);Establishing the Precipitation Forecast by Utilizing the Double Optimized Subsets of Multi-factors Screening and Mean-value Generated Function Serial[J];Journal of Guangxi Meteorology;2002-04
8 Huang Xiao-pei1,Qin Zheng-rong2,Wei Ge-ning1(1.Baise Meteorological Bureau,Baise,Guangxi,533000;2.Guangxi Meteorological Bureau,Guangxi Nanning 530022);Seasonal Distribution Characteristics of acide rain in the west of Guangxi and statistic Characteristics of wind-direct[J];Journal of Meteorological Research and Application;2008-04
9 HUANG Feng-chen1,2,CAI Zhi-ling1(1.College of Computer and Information Engineering,Hohai University,Nanjing 210098,China;2.Institute of Communications and Information System Engineering,Hohai University,Nanjing 210098,China);Regression analysis of air pollution index based on MODIS remote sensing and meteorological data[J];Journal of Hohai University(Natural Sciences);2009-03
10 JI Ying,FAN Hui-jie,WANG Qiu-fang,et al. Yanjing Medical School,Capital University of Medical Sciences,Beijing 101300,China;Air Particle Concentration and Meteorological Factors[J];Journal of Environment and Health;2008-06
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