Nonparametric regression on functional variable and structural tests

被引：0

作者：

Delsol, Laurent ^{[1
]}

机构：

[1] Univ Toulouse, Inst Math, F-31062 Toulouse 9, France

来源：

FUNCTIONAL AND OPERATORIAL STATISTICS | 2008年

关键词：

D O I：

10.1007/978-3-7908-2062-1_23

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

The aim of this talk is to highlight the usefulness of kernel methods in regression on functional variables. After reminding some asymptotic properties of the kernel estimator of the regression operator, we introduce a general framework to construct various innovative structural tests (no-effect, linearity, single-index,...). Various bootstrap procedures are implemented on datasets in order to emphasize the pertinence of such structural testing methods.

引用

页码：143 / 150

页数：8

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