UNIFORM CONVERGENCE OF NONPARAMETRIC CONDITIONAL HAZARD FUNCTION IN THE SINGLE FUNCTIONAL INDEX MODELING FOR DEPENDENT DATA

被引：1

作者：

Omari, Omar ^{[1
]}

Merouan, Torkia ^{[1
]}

Mechab, Boubaker ^{[1
]}

机构：

[1] Univ Djillali Liabes Sidi Bel Abbes, Dept Probabil & Stat, Lab Stat & Stochast Proc, Sidi Bel Abbes 22000, Algeria

来源：

JOURNAL OF SCIENCE AND ARTS | 2023年 / 01期

关键词：

dimension reduction; dependent data; single index model; DENSITY-ESTIMATION;

D O I：

10.46939/J.Sci.Arts-23.1-a07

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

We study the nonparametric local linear estimation of the conditional hazard function of a scalar response variable given a functional explanatory variable, when the functional data are a-mixing dependency and we give the uniform almost complete convergence with rates of this function.

引用

页码：91 / 106

页数：16

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