Smoothing Spline ANOVA for Variable Screening

被引：0
|
作者：
Ricco, Laura [1 ]
Rigoni, Enrico [1 ]
Turco, Alessandro [1 ]
机构：
[1] ESTECO Spa, Area Sci Pk, Trieste, Italy
来源：
DOLOMITES RESEARCH NOTES ON APPROXIMATION | 2013年 / 6卷
关键词：
D O I：
暂无
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
Smoothing Spline ANOVA is a statistical modeling algorithm based on a function decomposition similar to the classical analysis of variance (ANOVA) decomposition and the associated notions of main effect and interaction. It represents a suitable screening technique for detecting important variables (Variable Screening) in a given dataset. We present the mathematical background together with possible industrial applications.
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收藏
页码：130 / 139
页数：10
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