NONPARAMETRIC FUNCTIONAL HAZARD WITH k NEAREST NEIGHBORS ESTIMATION WHERE THE OBSERVATIONS ARE M.A.R. AND RELATED VIA A FUNCTIONAL SINGLE-INDEX STRUCTURE-Reference-Cited by-同舟云学术

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

Published:2023-09-30 Issue:3 Volume:23 Page:639-658
ISSN:2068-3049
Container-title:Journal of Science and Arts
language:en
Short-container-title:J. Sci. Arts

Author:

BOUABÇA ASMA¹,BOUABSA WAHIBA²,BELLATRACH NADJET²

Affiliation:

1. University of DjillaliLiabes, Laboratory of Physics, 22000 Sidi Bel Abbes, Algeria.

2. University of DjillaliLiabes, Laboratory of Statistics and Stochastic Processes, 22000 Sidi Bel Abbes, Algeria.

Abstract

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.

Publisher

Valahia University of Targoviste - Journal of Science and Arts

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference18 articles.

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4. Fan, J., Gijbels, I., Local Polynomial Modelling and its Applications, Chapman & Hall, London, 360, 1996.

5. Efromovich, S., Journal of Statistical Planning and Inference, 141, 3744, 2011.

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