Non-crossing nonlinear regression quantiles by monotone composite quantile regression neural network, with application to rainfall extremes

Stochastic Environmental Research and Risk Assessment ◽

10.1007/s00477-018-1573-6 ◽

2018 ◽

Vol 32 (11) ◽

pp. 3207-3225 ◽

Author(s):

Alex J. Cannon

Keyword(s):

Neural Network ◽

Quantile Regression ◽

Nonlinear Regression ◽

Composite Quantile Regression ◽

Regression Quantiles ◽

Rainfall Extremes

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Non-crossing nonlinear regression quantiles by monotone composite quantile regression neural network, with application to rainfall extremes

10.31223/osf.io/wg7sn ◽

2017 ◽

Author(s):

Alex Cannon

Keyword(s):

Neural Network ◽

Quantile Regression ◽

Nonlinear Regression ◽

Composite Quantile Regression ◽

Regression Quantiles ◽

Rainfall Extremes

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Composite quantile regression neural network with applications

Expert Systems with Applications ◽

10.1016/j.eswa.2017.01.054 ◽

2017 ◽

Vol 76 ◽

pp. 129-139 ◽

Author(s):

Qifa Xu ◽

Kai Deng ◽

Cuixia Jiang ◽

Fang Sun ◽

Xue Huang

Keyword(s):

Neural Network ◽

Quantile Regression ◽

Composite Quantile Regression

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Day-ahead load probability density forecasting using monotone composite quantile regression neural network and kernel density estimation

Electric Power Systems Research ◽

10.1016/j.epsr.2021.107551 ◽

2021 ◽

Vol 201 ◽

pp. 107551

Author(s):

Wanying Zhang ◽

Yaoyao He ◽

Shanlin Yang

Keyword(s):

Neural Network ◽

Quantile Regression ◽

Probability Density ◽

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Composite Quantile Regression ◽

Density Forecasting

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Robust communication-efficient distributed composite quantile regression and variable selection for massive data

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2021.107262 ◽

2021 ◽

pp. 107262

Author(s):

Kangning Wang ◽

Shaomin Li ◽

Benle Zhang

Keyword(s):

Variable Selection ◽

Quantile Regression ◽

Massive Data ◽

Composite Quantile Regression ◽

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Multi-round smoothed composite quantile regression for distributed data

Annals of the Institute of Statistical Mathematics ◽

10.1007/s10463-021-00816-0 ◽

2022 ◽

Author(s):

Fengrui Di ◽

Lei Wang

Keyword(s):

Quantile Regression ◽

Distributed Data ◽

Composite Quantile Regression

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Structural identifiability of generalized constraint neural network models for nonlinear regression

Neurocomputing ◽

10.1016/j.neucom.2007.12.013 ◽

2008 ◽

Vol 72 (1-3) ◽

pp. 392-400 ◽

Author(s):

Shuang-Hong Yang ◽

Bao-Gang Hu ◽

Paul-Henry Cournède

Keyword(s):

Neural Network ◽

Nonlinear Regression ◽

Network Models ◽

Structural Identifiability ◽

Neural Network Models ◽

Generalized Constraint

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Predicting the ultraviolet radiation protection by polyester-cotton blended woven fabrics using nonlinear regression and artificial neural network models

Photodermatology Photoimmunology & Photomedicine ◽

10.1111/phpp.12045 ◽

2013 ◽

Vol 29 (4) ◽

pp. 182-189 ◽

Author(s):

Piyali Hatua ◽

Abhijit Majumdar ◽

Apurba Das

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Ultraviolet Radiation ◽

Radiation Protection ◽

Nonlinear Regression ◽

Network Models ◽

Woven Fabrics ◽

Neural Network Models ◽

Artificial Neural ◽

Artificial Neural Network Models

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Modelling Systemic Risk Using Neural Network Quantile Regression

SSRN Electronic Journal ◽

10.2139/ssrn.3685748 ◽

2020 ◽

Author(s):

Georg Keilbar ◽

Weining Wang

Keyword(s):

Neural Network ◽

Quantile Regression ◽

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Estimation of heteroscedasticity by local composite quantile regression and matrix decomposition

Journal of Nonparametric Statistics ◽

10.1080/10485252.2017.1418869 ◽

2018 ◽

Vol 30 (2) ◽

pp. 291-307

Author(s):

Yu-Ning Li ◽

Yi Zhang

Keyword(s):

Quantile Regression ◽

Matrix Decomposition ◽

Composite Quantile Regression

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Interaction behavior and load sharing pattern of piled raft using nonlinear regression and LM algorithm-based artificial neural network

Frontiers of Structural and Civil Engineering ◽

10.1007/s11709-021-0744-6 ◽

2021 ◽

Author(s):

Plaban Deb ◽

Sujit Kumar Pal

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Nonlinear Regression ◽

Load Sharing ◽

Interaction Behavior ◽

Artificial Neural ◽

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