Asymptotic normality of the k-NN single index regression estimator for functional weak dependence data* (Q6549184)

scientific article; zbMATH DE number 7858999

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English	Asymptotic normality of the k-NN single index regression estimator for functional weak dependence data*	scientific article; zbMATH DE number 7858999

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instance of

scholarly article

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title

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

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Communications in Statistics. Theory and Methods

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publication date

3 June 2024

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MaRDI profile type

Publication

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cites work

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Nearest neighbor classification in infinite dimension

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Asymptotic normality of a conditional hazard function estimate in the single index for quasi-associated data

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Negative association of random variables, with applications

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Uniform consistency of \(k\mathrm{NN}\) regressors for functional variables

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Uniform consistency in number of neighbors of the \(k\)NN estimator of the conditional quantile model

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Some Concepts of Dependence

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Convergence of functional \(k\)-nearest neighbor regression estimate with functional responses

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Uniform consistency rate of kNN regression estimation for functional time series data

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\(k\)NN estimation in functional partial linear modeling

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A Nonparametric Estimate of a Multivariate Density Function

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Local Properties of k-NN Regression Estimates

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Nonparametric regression estimation for dependent functional data: asymptotic normality

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Automatic and location-adaptive estimation in functional single-index regression

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Identifiers

DOI

10.1080/03610926.2022.2150823

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Mathematics Subject Classification ID

62-XX

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zbMATH DE Number

7858999

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Sitelinks

Mathematics(1 entry)

mardi Publication:6549184