Functional data analysis: estimation of the relative error in functional regression under random left-truncation model (Q4643632)

scientific article; zbMATH DE number 6875392

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English	Functional data analysis: estimation of the relative error in functional regression under random left-truncation model	scientific article; zbMATH DE number 6875392

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instance of

scholarly article

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title

Functional data analysis: estimation of the relative error in functional regression under random left-truncation model (English)

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Journal of Nonparametric Statistics

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publication date

28 May 2018

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zbMATH Keywords

functional data analysis (FDA)

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censored data

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truncated data

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small ball probability

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functional regression

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relative error

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MaRDI profile type

MaRDI publication profile

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full work available at URL

https://doi.org/10.1080/10485252.2018.1438609

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cites work

Functional statistics and related fields. Selected papers based on the presentations at the 4th international workshop on functional and operational statistics, IWFOS, Corunna, Spain, June 15--17, 2017

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Asymptotic Distribution of Robust Estimator for Functional Nonparametric Models

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On robust nonparametric regression estimation for a functional regressor

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Local linear regression for functional predictor and scalar response

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Q3187976

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<i>k</i>-Nearest Neighbour method in functional nonparametric regression

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A partial overview of the theory of statistics with functional data

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On the use of the bootstrap for estimating functions with functional data

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Relative-error prediction in nonparametric functional statistics: theory and practice

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Local linear regression modelization when all variables are curves

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On the nonparametric estimation of the functional \(\psi\)-regression for a random left-truncation model

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Local Weighted Average Estimation of the Regression Operator for Functional Data

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Rate of uniform consistency for nonparametric estimates with functional variables

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NONPARAMETRIC REGRESSION ON FUNCTIONAL DATA: INFERENCE AND PRACTICAL ASPECTS

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On the Validity of the Bootstrap in Non-Parametric Functional Regression

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Nonparametric models for functional data, with application in regression, time series prediction and curve discrimination

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Nonparametric \(M\)-regression for functional ergodic data

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Optimal bandwidth selection in nonparametric regression function estimation

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Estimation of the truncation probability in the random truncation model

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Kernel conditional quantile estimator under left truncation for functional regressors

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Strong uniform consistency of a nonparametric estimator of a conditional quantile for censored dependent data and functional regressors

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Non Parametric Regression Quantile Estimation for Dependent Functional Data under Random Censorship: Asymptotic Normality

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Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators

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Uniform in bandwidth consistency for various kernel estimators involving functional data

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

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A \(k\)-nearest neighbor approach for functional regression

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

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Nonparametric regression estimation for functional stationary ergodic data with missing at random

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Conditional mode estimation for functional stationary ergodic data with responses missing at random

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Q3843987

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Nonparametric regression with doubly truncated data

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Prediction, Linear Regression and the Minimum Sum of Relative Errors

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Asymptotic properties of a nonparametric regression function estimator with randomly truncated data

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Nonparametric regression for functional data: automatic smoothing parameter selection

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Bootstrap confidence intervals in functional nonparametric regression under dependence

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Almost sure representations of the product-limit estimator for truncated data

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Asymptotic properties for an M-estimator of the regression function with truncation and dependent data

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Estimating a distribution function with truncated data

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General relative error criterion and M-estimation

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Analysis of Variance for Functional Data

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Kernel estimates of nonparametric functional autoregression models and their bootstrap approximation

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Identifiers

zbMATH Open document ID

1408.62064

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DOI

10.1080/10485252.2018.1438609

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Mathematics Subject Classification ID

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Sitelinks

Mathematics(1 entry)

mardi Publication:4643632