The \(k\)-nearest neighbour local linear estimation of the conditional hazard function in high-dimensional statistics
type: Item
instance of: scholarly article
title: The \(k\)-nearest neighbour local linear estimation of the conditional hazard function in high-dimensional statistics
author: Bouanani Oussama
author: Mohammedi Mustapha
published in: Mathematical Methods of Statistics
publication date: 2025-01-20T00:00:00Z
Mathematics Subject Classification ID: 62-XX
zbMATH DE Number: 7971689
zbMATH Keywords: functional data
zbMATH Keywords: local linear estimation
zbMATH Keywords: asymptotic normality
zbMATH Keywords: conditional hazard function
zbMATH Keywords: \(k\)-nearest neighbor smoothing
MaRDI profile type: Publication
cites work: Nonparametric functional data analysis. Theory and practice.
cites work: Nonparametric modelling for functional data: selected survey and tracks for future
cites work: Inference for functional data with applications
cites work: A partial overview of the theory of statistics with functional data
cites work: Recent advances in functional data analysis and high-dimensional statistics
cites work: Hazard analysis. I
cites work: Nonparametric estimation of the maximum hazard under dependence conditions
cites work: Q3605308
cites work: Estimation of a change point in a hazard function based on censored data
cites work: Local linear regression for functional predictor and scalar response
cites work: Locally modelled regression and functional data
cites work: Local linear regression modelization when all variables are curves
cites work: Local linear conditional cumulative distribution function with mixing data
cites work: On the local linear modelization of the conditional density for functional and ergodic data
cites work: On the local linear modelization of the conditional distribution for functional data
cites work: Local linear estimation of the conditional cumulative distribution function: censored functional data case
cites work: Asymptotic normality of conditional mode estimation for functional dependent data
cites work: Quadratic error of the conditional hazard function in the local linear estimation for functional data
cites work: Estimation by the nearest neighbor rule
cites work: k-Nearest Neighbour method in functional nonparametric regression
cites work: FDA: strong consistency of the kNN local linear estimation of the functional conditional density and mode
cites work: Data-driven \(k\)NN estimation in nonparametric functional data analysis
cites work: Computational aspects of the kNN local linear smoothing for some conditional models in high dimensional statistics
cites work: The functional \(k\mathrm{NN}\) estimator of the conditional expectile: uniform consistency in number of neighbors
cites work: k‐Nearest neighbors local linear regression for functional and missing data at random
cites work: Asymptotic normality of the k-NN single index regression estimator for functional weak dependence data*
cites work: Estimating some characteristics of the conditional distribution in nonparametric functional models
cites work: NONPARAMETRIC REGRESSION ON FUNCTIONAL DATA: INFERENCE AND PRACTICAL ASPECTS
cites work: Q5255167
cites work: Functional data: local linear estimation of the conditional density and its application
cites work: Nonparametric regression for functional data: automatic smoothing parameter selection
cites work: Asymptotic results of a nonparametric conditional cumulative distribution estimator in the single functional index modeling for time series data with applications
cites work: A partitioned single functional index model
cites work: Variable selection in partial linear regression with functional covariate
cites work: Asymptotic normality of locally modelled regression estimator for functional data
cites work: Theoretical and practical aspects of the quadratic error in the local linear estimation of the conditional density for functional data
DOI: 10.3103/S1066530724700200
description: scientific article; zbMATH DE number 7971689