The \(k\)-nearest neighbour local linear estimation of the conditional hazard function in high-dimensional statistics (Q6667684)

scientific article; zbMATH DE number 7971689

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English	The \(k\)-nearest neighbour local linear estimation of the conditional hazard function in high-dimensional statistics	scientific article; zbMATH DE number 7971689

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scholarly article

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title

The \(k\)-nearest neighbour local linear estimation of the conditional hazard function in high-dimensional statistics (English)

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Mathematical Methods of Statistics

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publication date

20 January 2025

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zbMATH Keywords

functional data

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local linear estimation

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asymptotic normality

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conditional hazard function

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\(k\)-nearest neighbor smoothing

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MaRDI profile type

Publication

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cites work

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Hazard analysis. I

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Nonparametric estimation of the maximum hazard under dependence conditions

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Q3605308

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Estimation of a change point in a hazard function based on censored data

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Local linear estimation of the conditional cumulative distribution function: censored functional data case

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Asymptotic normality of conditional mode estimation for functional dependent data

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Quadratic error of the conditional hazard function in the local linear estimation for functional data

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Estimation by the nearest neighbor rule

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k-Nearest Neighbour method in functional nonparametric regression

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FDA: strong consistency of the kNN local linear estimation of the functional conditional density and mode

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Data-driven \(k\)NN estimation in nonparametric functional data analysis

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Computational aspects of the kNN local linear smoothing for some conditional models in high dimensional statistics

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The functional \(k\mathrm{NN}\) estimator of the conditional expectile: uniform consistency in number of neighbors

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k‐Nearest neighbors local linear regression for functional and missing data at random

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Asymptotic normality of the k-NN single index regression estimator for functional weak dependence data*

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Estimating some characteristics of the conditional distribution in nonparametric functional models

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NONPARAMETRIC REGRESSION ON FUNCTIONAL DATA: INFERENCE AND PRACTICAL ASPECTS

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Q5255167

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Functional data: local linear estimation of the conditional density and its application

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Nonparametric regression for functional data: automatic smoothing parameter selection

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Asymptotic results of a nonparametric conditional cumulative distribution estimator in the single functional index modeling for time series data with applications

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A partitioned single functional index model

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Variable selection in partial linear regression with functional covariate

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Asymptotic normality of locally modelled regression estimator for functional data

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Theoretical and practical aspects of the quadratic error in the local linear estimation of the conditional density for functional data

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Identifiers

Mathematics Subject Classification ID

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10.3103/S1066530724700200

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Sitelinks

Mathematics(1 entry)

mardi Publication:6667684