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Journal of Nonparametric Statistics Volume 27, 2015 - Issue 1
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Original Articles

Randomly censored quantile regression estimation using functional stationary ergodic data

Mohamed ChaouchDepartment of Mathematics and Statistics, University of Reading, Reading, UKCorrespondence[email protected]
[email protected]
&
Salah KhardaniLMPA, ULCO, Université de Lille, Lille, France
Pages 65-87 | Received 08 Apr 2013, Accepted 25 Oct 2014, Published online: 02 Dec 2014

Citations (19)

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Read on this site (5)

Salah Khardani. (2023) A Bernstein polynomial approach to the estimation of a distribution function and quantiles under censorship model. Communications in Statistics - Theory and Methods 0:0, pages 1-14.
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Sara Leulmi. (2021) Local linear estimation of the conditional quantile for censored data and functional regressors. Communications in Statistics - Theory and Methods 50:14, pages 3286-3300.
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Mohamed Chaouch, Amina Angelika Bouchentouf, Aboubacar Traore & Abbes Rabhi. (2020) Single functional index quantile regression under general dependence structure. Journal of Nonparametric Statistics 32:3, pages 725-755.
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Nengxiang Ling & Yang Liu. (2017) The kernel regression estimation for randomly censored functional stationary ergodic data. Communications in Statistics - Theory and Methods 46:17, pages 8557-8574.
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Nengxiang Ling, Yang Liu & Philippe Vieu. (2016) Conditional mode estimation for functional stationary ergodic data with responses missing at random. Statistics 50:5, pages 991-1013.
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Articles from other publishers (14)

Mohamed Chaouch. (2023) Probabilistic Wind Speed Forecasting for Wind Turbine Allocation in the Power Grid. Energies 16:22, pages 7615.
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Marcel Arpogaus, Marcus Voss, Beate Sick, Mark Nigge-Uricher & Oliver Dürr. (2023) Short-Term Density Forecasting of Low-Voltage Load Using Bernstein-Polynomial Normalizing Flows. IEEE Transactions on Smart Grid 14:6, pages 4902-4911.
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Chengxin Wu, Nengxiang Ling, Philippe Vieu & Wenjuan Liang. (2023) Partially functional linear quantile regression model and variable selection with censoring indicators MAR. Journal of Multivariate Analysis 197, pages 105189.
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Ouahiba Litimein, Fatimah Alshahrani, Salim Bouzebda, Ali Laksaci & Boubaker Mechab. (2023) Kolmogorov Entropy for Convergence Rate in Incomplete Functional Time Series: Application to Percentile and Cumulative Estimation in High Dimensional Data. Entropy 25:7, pages 1108.
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Omar Fetitah, Mohammed Kadi Attouch, Salah Khardani & Ali Righi. (2023) Robust nonparametric equivariant regression for functional data with responses missing at random. Metrika.
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Salim Bouzebda & Mohamed Chaouch. (2022) Uniform limit theorems for a class of conditional -estimators when covariates are functions . Journal of Multivariate Analysis 189, pages 104872.
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Leulmi Sara. (2020) Nonparametric local linear regression estimation for censored data and functional regressors. Journal of the Korean Statistical Society 51:1, pages 25-46.
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Stephen Haben, Siddharth Arora, Georgios Giasemidis, Marcus Voss & Danica Vukadinović Greetham. (2021) Review of low voltage load forecasting: Methods, applications, and recommendations. Applied Energy 304, pages 117798.
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Nadia Kadiri, Abbes Rabhi, Salah Khardani & Fatima Akkal. (2021) CLT for single functional index quantile regression under dependence structure. Acta Universitatis Sapientiae, Mathematica 13:1, pages 45-77.
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S. Khardani. (2020) Relative Error Prediction for Twice Censored Data. Mathematical Methods of Statistics 28:4, pages 291-306.
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Khardani Salah & Slaoui Yousri. (2019) Nonparametric relative regression under random censorship model. Statistics & Probability Letters 151, pages 116-122.
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Nengxiang Ling, Rui Kan, Philippe Vieu & Shuyu Meng. (2018) Semi-functional partially linear regression model with responses missing at random. Metrika 82:1, pages 39-70.
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Juan Vilar, Germán Aneiros & Paula Raña. (2018) Prediction intervals for electricity demand and price using functional data. International Journal of Electrical Power & Energy Systems 96, pages 457-472.
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Mohamed Chaouch, Naâmane Laïb & Elias Ould Saïd. (2016) Nonparametric -estimation for right censored regression model with stationary ergodic data . Statistical Methodology 33, pages 234-255.
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