\(k\)NN local linear estimation of the conditional cumulative distribution function: dependent functional data case
DOI10.1016/j.crma.2018.09.001zbMath1405.62038OpenAlexW2892638589WikidataQ129184284 ScholiaQ129184284MaRDI QIDQ1992287
Mustapha Rachdi, Zouaoui Chikr Elmezouar, Ali Laksaci, Ibrahim M. Almanjahie
Publication date: 5 November 2018
Published in: Comptes Rendus. Mathématique. Académie des Sciences, Paris (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.crma.2018.09.001
strong consistencylocal linear estimationconditional cumulative distribution functionfunctional time series analysisstrongly mixing random vectors
Nonparametric regression and quantile regression (62G08) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)
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Cites Work
- Unnamed Item
- An introduction to recent advances in high/infinite dimensional statistics
- Uniform consistency of \(k\mathrm{NN}\) regressors for functional variables
- A partial overview of the theory of statistics with functional data
- Local linear regression for functional data
- A \(k\)-nearest neighbor approach for functional regression
- Local linear regression for functional predictor and scalar response
- Curse of dimensionality and related issues in nonparametric functional regression
- Convergence of functional \(k\)-nearest neighbor regression estimate with functional responses
- On the local linear modelization of the conditional distribution for functional data
- Data-driven \(k\)NN estimation in nonparametric functional data analysis
- 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
- Nonparametric functional data analysis. Theory and practice.
- Asymptotic normality of locally modelled regression estimator for functional data
- Locally modelled regression and functional data
- k-Nearest Neighbour method in functional nonparametric regression
- Recursive probability density estimation for weakly dependent stationary processes
- Estimation Non-paramétrique de la Régression: Revue Bibliographique
- Nonparametric modelling for functional data: selected survey and tracks for future