Rates of the strong uniform consistency for the kernel-type regression function estimators with general kernels on manifolds (Q6044263)

scientific article; zbMATH DE number 7686806

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English	Rates of the strong uniform consistency for the kernel-type regression function estimators with general kernels on manifolds	scientific article; zbMATH DE number 7686806

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instance of

scholarly article

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title

Rates of the strong uniform consistency for the kernel-type regression function estimators with general kernels on manifolds (English)

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DOI

10.3103/s1066530723010027

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author

Salim Bouzebda

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Nourelhouda Taachouche

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published in

Mathematical Methods of Statistics

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publication date

17 May 2023

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Mathematics Subject Classification ID

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non-parametric estimation

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kernel estimation

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density estimation

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empirical processes

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VC-classes

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functional estimation

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laws of large numbers

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MaRDI profile type

MaRDI publication profile

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cites work

Nonasymptotic rates for manifold, tangent space and curvature estimation

0 references

Nonparametric estimation of expectile regression in functional dependent data

0 references

Regression on manifolds: estimation of the exterior derivative

0 references

Strong consistency of nonparametric Bayes density estimation on compact metric spaces with applications to specific manifolds

0 references

On the strong approximation of bootstrapped empirical copula processes with applications

0 references

Uniform limit theorems for a class of conditional \(Z\)-estimators when covariates are functions

0 references

Some results about kernel estimators for function derivatives based on stationary and ergodic continuous time processes with applications

0 references

Uniform convergence rate of the kernel regression estimator adaptive to intrinsic dimension in presence of censored data

0 references

Uniform-in-bandwidth consistency for kernel-type estimators of Shannon's entropy

0 references

On the uniform-in-bandwidth consistency of the general conditional<i>U</i>-statistics based on the copula representation

0 references

Uniform in bandwidth consistency of nonparametric regression based on copula representation

0 references

Central limit theorems for conditional empirical and conditional \(U\)-processes of stationary mixing sequences

0 references

Uniform consistency and uniform in bandwidth consistency for nonparametric regression estimates and conditional <i>U</i>-statistics involving functional data

0 references

Weak-convergence of empirical conditional processes and conditional \(U\)-processes involving functional mixing data

0 references

Q4328386

0 references

Thomas Bayes' walk on manifolds

0 references

Statistics on the Stiefel manifold: theory and applications

0 references

Nonlinear manifold representations for functional data

0 references

Local Linear Regression on Manifolds and Its Geometric Interpretation

0 references

Kernel and wavelet density estimators on manifolds and more general metric spaces

0 references

Oracle inequalities and upper bounds for kernel density estimators on manifolds and more general metric spaces

0 references

Enumeration of Seven-Argument Threshold Functions

0 references

Q4023085

0 references

Q5649740

0 references

Principal component analysis for functional data on Riemannian manifolds and spheres

0 references

Q2892529

0 references

Q3868610

0 references

Q4727204

0 references

Combinatorial methods in density estimation

0 references

Local angles and dimension estimation from data on manifolds

0 references

Q4003026

0 references

Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data

0 references

Entropy-Based Tests of Uniformity

0 references

Uniform Central Limit Theorems

0 references

Q4203567

0 references

Uniform in bandwidth consistency of kernel-type function estimators

0 references

Nonparametric estimation of means on Hilbert manifolds and extrinsic analysis of mean shapes of contours

0 references

A smeary central limit theorem for manifolds with application to high-dimensional spheres

0 references

Spatial regression models over two-dimensional manifolds

0 references

A LIL type result for the product limit estimator

0 references

Probability Inequalities for Sums of Independent Random Variables

0 references

Data-driven surrogates for high dimensional models using Gaussian process regression on the Grassmann manifold

0 references

Q4191418

0 references

A distribution-free theory of nonparametric regression

0 references

Asymptotic properties of integrated square error and cross-validation for kernel estimation of a regression function

0 references

Q3999325

0 references

Optimal bandwidth selection in nonparametric regression function estimation

0 references

A Cramér-Rao type lower bound for estimators with values in a manifold

0 references

Asymptotic data analysis on manifolds

0 references

k-Nearest neighbor density estimation on Riemannian Manifolds

0 references

Robust nonparametric regression on Riemannian manifolds

0 references

Robust Estimation of a Location Parameter

0 references

Information Theory and Statistical Mechanics

0 references

Data-driven Sobolev tests of uniformity on compact Riemannian manifolds

0 references

Copulae on products of compact Riemannian manifolds

0 references

Measures of goodness of fit obtained by almost-canonical transformations on Riemannian manifolds

0 references

Nonparametric Estimation from Incomplete Observations

0 references

Regression Quantiles

0 references

Prediction from randomly right censored data

0 references

Introduction to empirical processes and semiparametric inference

0 references

Q3260839

0 references

Extrinsic Gaussian processes for regression and classification on manifolds

0 references

Functional regression on the manifold with contamination

0 references

Local linear estimate of the functional expectile regression

0 references

Uniform limit laws of the logarithm for nonparametric estimators of the regression function in presence of censored data

0 references

Connecting dots: from local covariance to empirical intrinsic geometry and locally linear embedding

0 references

Uniform distribution on a Stiefel manifold

0 references

Q3836517

0 references

Principal component analysis and clustering on manifolds

0 references

On the nonparametric estimation of the functional expectile regression

0 references

The consistency and asymptotic normality of the kernel type expectile regression estimator for functional data

0 references

Nonparametric regression analysis of longitudinal data

0 references

Q5509408

0 references

Q3999243

0 references

Asymmetric Least Squares Estimation and Testing

0 references

U-processes: Rates of convergence

0 references

Nonparametric two-sample tests on homogeneous Riemannian manifolds, Cholesky decompositions and diffusion tensor image analysis

0 references

On Estimation of a Probability Density Function and Mode

0 references

Barycentric subspace analysis on manifolds

0 references

Convergence of stochastic processes

0 references

Nonparametric regression for functional data: automatic smoothing parameter selection

0 references

On the \(L_p\) norms of kernel regression estimators for incomplete data with applications to classification

0 references

On the dimension and entropy of probability distributions

0 references

Generalized density clustering

0 references

Remarks on Some Nonparametric Estimates of a Density Function

0 references

On the density of families of sets

0 references

Multivariate Density Estimation

0 references

A Mathematical Theory of Communication

0 references

Empirical Processes with Applications to Statistics

0 references

Q4727203

0 references

On almost sure convergence of conditional empirical distribution functions

0 references

Sharper bounds for Gaussian and empirical processes

0 references

Q4944751

0 references

Asymptotic Statistics

0 references

Weak convergence and empirical processes. With applications to statistics

0 references

On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities

0 references

Q4096256

0 references

Q2896035

0 references

On the entropy of continuous probability distributions (Corresp.)

0 references

Strong Laws of Large Numbers and Nonparametric Estimation

0 references

Q4865051

0 references

Q5053187

0 references

Q5510038

0 references

Think globally, fit locally under the manifold setup: asymptotic analysis of locally linear embedding

0 references

Strong uniform consistency with rates for kernel density estimators with general kernels on manifolds

0 references

Robust Hessian locally linear embedding techniques for high-dimensional data

0 references

Bayesian manifold regression

0 references

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Mathematics(1 entry)

mardi Publication:6044263