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
收藏
页码：91 / 106
页数：16
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