NONPARAMETRIC FUNCTIONAL HAZARD WITH k NEAREST NEIGHBORS ESTIMATION WHERE THE OBSERVATIONS ARE M.A.R. AND RELATED VIA A FUNCTIONAL SINGLE-INDEX STRUCTURE

被引：0

作者：

Bouabca, Asma ^{[1
]}

Bouabsa, Wahiba ^{[2
]}

Bellatrach, Nadjet ^{[2
]}

机构：

[1] Univ DjillaliLiabes, Phys Lab, Sidi Bel Abbes 22000, Algeria

[2] Univ DjillaliLiabes, Lab Stat & Stochast Proc, Sidi Bel Abbes 22000, Algeria

来源：

JOURNAL OF SCIENCE AND ARTS | 2023年 / 03期

关键词：

hazard function; almost complete convergence (a.co.); local linear method; missing data; k-Nearest Neighbors method (kNN); CONDITIONAL MODE; REGRESSION;

D O I：

10.46939/J.Sci.Arts-23.3-a06

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：

The nonparametric local linear hazard functional estimation analyzed by the k.N.N method of the scalar response variable B, not totally observed provided the functional variable A. The purpose of this paper is to illustrate, under some general conditions, the almost complete convergence (with rates) of the constructed estimator.

引用

页码：639 / 658

页数：20

共 6 条

[1] THE k NEAREST NEIGHBORS ESTIMATION OF THE CONDITIONAL HAZARD FUNCTION FOR FUNCTIONAL DATA
Attouch, Mohammed Kadi
Belabed, Fatima Zohra
REVSTAT-STATISTICAL JOURNAL, 2014, 12 (03) : 273 - 297
[2] Estimation and simulation of conditional hazard function in the quasi-associated framework when the observations are linked via a functional single-index structure
Hadjila, Tabti
Ahmed, Ait Saidi
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2018, 47 (04) : 816 - 838
[3] Asymptotic properties of a nonparametric conditional density estimator in the local linear estimation for functional data via a functional single-index model
Benaissa, Fadila
Gagui, Abdelmalek
Chouaf, Abdelhak
STATISTICAL THEORY AND RELATED FIELDS, 2022, 6 (03) : 208 - 219
[4] Nonparametric Relative Error Estimation via Functional Regressor by the k Nearest Neighbors Smoothing Under Truncation Random Data
Bouabsa, Wahiba
APPLICATIONS AND APPLIED MATHEMATICS-AN INTERNATIONAL JOURNAL, 2021, 16 (01): : 97 - 116
[5] The k-nearest neighbors method in single index regression model for functional quasi-associated time series data
Salim Bouzebda
Ali Laksaci
Mustapha Mohammedi
Revista Matemática Complutense, 2023, 36 : 361 - 391
[6] The k-nearest neighbors method in single index regression model for functional quasi-associated time series data
Bouzebda, Salim
Laksaci, Ali
Mohammedi, Mustapha
REVISTA MATEMATICA COMPLUTENSE, 2023, 36 (02): : 361 - 391

← 1 →