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The k-nearest neighbors method in single index regression model for functional quasi-associated time series data

Revista matemática complutense, 2023-05, Vol.36 (2), p.361-391

2023

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

Journal of multivariate analysis, 2016-04, Vol.146, p.261-268

2016

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Expectile regression for spatial functional data analysis (sFDA)

Metrika, 2022-07, Vol.85 (5), p.627-655

2022

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Kolmogorov Entropy for Convergence Rate in Incomplete Functional Time Series: Application to Percentile and Cumulative Estimation in High Dimensional Data

Entropy (Basel, Switzerland), 2023-07, Vol.25 (7), p.1108

2023

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The strong consistency and asymptotic normality of the kernel estimator type in functional single index model in presence of censored data

AIMS mathematics, 2024-01, Vol.9 (3), p.7340-7371

2024

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Spatio-Functional Local Linear Asymmetric Least Square Regression Estimation: Application for Spatial Prediction of COVID-19 Propagation

Symmetry (Basel), 2023-11, Vol.15 (12), p.2108

2023

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On the local linear estimate for functional regression: Uniform in bandwidth consistency

Communications in statistics. Theory and methods, 2019-04, Vol.48 (8), p.1836-1853

2019

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A new probability model for modeling of strength of carbon fiber data: properties and applications

Environmental and ecological statistics, 2021-09, Vol.28 (3), p.523-547

2021

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Uniform consistency in number of neighbors of the kNN estimator of the conditional quantile model

Metrika, 2021-08, Vol.84 (6), p.895-911

2021

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k-Nearest Neighbors Estimator for Functional Asymmetry Shortfall Regression

Symmetry (Basel), 2024-07, Vol.16 (7), p.928

2024

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LOCAL LINEAR MODELLING OF THE CONDITIONAL DISTRIBUTION FUNCTION FOR FUNCTIONAL ERGODIC DATA

Mathematical modelling and analysis, 2022-08, Vol.27 (3), p.360-382

2022

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Asymptotic normality of conditional mode estimation for functional dependent data

Indian journal of pure and applied mathematics, 2020-06, Vol.51 (2), p.465-481

2020

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Uniform in bandwidth consistency for various kernel estimators involving functional data

Journal of nonparametric statistics, 2017-01, Vol.29 (1), p.85-107

2017

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M-estimation of the regression function under random left truncation and functional time series model

Statistical papers (Berlin, Germany), 2020-06, Vol.61 (3), p.1181-1202

2020

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Nonparametric Estimation of the Expected Shortfall Regression for Quasi-Associated Functional Data

Mathematics (Basel), 2022-11, Vol.10 (23), p.4508

2022

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Predicting temperature curve based on fast kNN local linear estimation of the conditional distribution function

PeerJ (San Francisco, CA), 2021-07, Vol.9, p.e11719-e11719

2021

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On the local linear modelization of the conditional density for functional and ergodic data

Metron (Rome), 2020-08, Vol.78 (2), p.237-254

2020

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Strong consistency rate in functional single index expectile model for spatial data

AIMS mathematics, 2024-01, Vol.9 (3), p.5550-5581

2024

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Estimating the Conditional Density in Scalar-On-Function Regression Structure: k-N-N Local Linear Approach

Mathematics (Basel), 2022-03, Vol.10 (6), p.902

2022

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Asymptotic normality of some conditional nonparametric functional parameters in high-dimensional statistics

Behaviormetrika, 2019-04, Vol.46 (1), p.199-233

2019

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Functional Ergodic Time Series Analysis Using Expectile Regression

Mathematics (Basel), 2022-10, Vol.10 (20), p.3919

2022

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Scalar-on-Function Relative Error Regression for Weak Dependent Case

Axioms, 2023-07, Vol.12 (7), p.613

2023

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On the Local Linear Modelization of the Conditional Distribution for Functional Data

Sankhya. Series. A, 2014-08, Vol.76 (2), p.328-355

2014

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Smooth kNN Local Linear Estimation of the Conditional Distribution Function

Mathematics (Basel), 2021-05, Vol.9 (10), p.1102

2021

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

Journal of multivariate analysis, 2021-01, Vol.181, p.104673, Article 104673

2021

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The k-nearest neighbors method in single index regression model for functional quasi-associated time series data

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

Expectile regression for spatial functional data analysis (sFDA)

Kolmogorov Entropy for Convergence Rate in Incomplete Functional Time Series: Application to Percentile and Cumulative Estimation in High Dimensional Data

The strong consistency and asymptotic normality of the kernel estimator type in functional single index model in presence of censored data

Spatio-Functional Local Linear Asymmetric Least Square Regression Estimation: Application for Spatial Prediction of COVID-19 Propagation

On the local linear estimate for functional regression: Uniform in bandwidth consistency

A new probability model for modeling of strength of carbon fiber data: properties and applications

Uniform consistency in number of neighbors of the kNN estimator of the conditional quantile model

k-Nearest Neighbors Estimator for Functional Asymmetry Shortfall Regression

LOCAL LINEAR MODELLING OF THE CONDITIONAL DISTRIBUTION FUNCTION FOR FUNCTIONAL ERGODIC DATA

Asymptotic normality of conditional mode estimation for functional dependent data

Uniform in bandwidth consistency for various kernel estimators involving functional data

M-estimation of the regression function under random left truncation and functional time series model

Nonparametric Estimation of the Expected Shortfall Regression for Quasi-Associated Functional Data

Predicting temperature curve based on fast kNN local linear estimation of the conditional distribution function

On the local linear modelization of the conditional density for functional and ergodic data

Strong consistency rate in functional single index expectile model for spatial data

Estimating the Conditional Density in Scalar-On-Function Regression Structure: k-N-N Local Linear Approach

Asymptotic normality of some conditional nonparametric functional parameters in high-dimensional statistics

Functional Ergodic Time Series Analysis Using Expectile Regression

Scalar-on-Function Relative Error Regression for Weak Dependent Case

On the Local Linear Modelization of the Conditional Distribution for Functional Data

Smooth kNN Local Linear Estimation of the Conditional Distribution Function

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

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