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岭回归分析的程序设计及农业应用实例
PROGRAM DESIGNING OF RIDGE REGRESSION ANALYSIS AND AN EXAMPLE OF ITS APPLICATION TO FARMING
【摘要】 本文讨论了多元线性回归模型设计阵病态的诊断;岭回归系数的计算;岭参数的选择原则及变量筛选原则。编制了岭回归分析的BASIC程序,通过农业应用实例说明了程序的使用方法和岭回归分析方法。
【Abstract】 The diagnosis of ill-conditioned design matrix, calculation of ridge regression coefficients and principles of selecting ridge parameters and variables were studied, based which a BASIC program of ridge regression analysis was worked out. Taking wheat as an example, the application of the program to farming was illustrated.
【关键词】 均方误差;
条件数;
岭迹;
岭回归;
【Key words】 mean square error; condition number; ridge trace; ridge regression;
【Key words】 mean square error; condition number; ridge trace; ridge regression;
- 【文献出处】 山东农业大学学报 ,Journal of Shandong Agricultural University , 编辑部邮箱 ,1992年02期
- 【分类号】O212.1;
- 【被引频次】4
- 【下载频次】171