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Journal of Applied Statistics Volume 48, 2021 - Issue 12
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Review Article

An elastic-net penalized expectile regression with applications

Q.F. Xua School of Management, Hefei University of Technology, Hefei, People's Republic of China;b Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, People's Republic of ChinaView further author information
,
X.H. Dinga School of Management, Hefei University of Technology, Hefei, People's Republic of ChinaView further author information
,
C.X. Jianga School of Management, Hefei University of Technology, Hefei, People's Republic of ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-6900-8049View further author information
ORCID Icon,
K.M. Yuc Department of Mathematics, Brunel University London, Uxbridge, UKView further author information
&
L. Shid School of Computer Science and Technology, Huaibei Normal University, Huaibei, People's Republic of ChinaView further author information
Pages 2205-2230 | Received 01 Jan 2019, Accepted 21 Jun 2020, Published online: 30 Jun 2020

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Amadou Barry, Karim Oualkacha & Arthur Charpentier. (2022) A new GEE method to account for heteroscedasticity using asymmetric least-square regressions. Journal of Applied Statistics 49:14, pages 3564-3590.
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M. Giovanna Ranalli, Nicola Salvati, Lea Petrella & Francesco Pantalone. (2023) M‐quantile regression shrinkage and selection via the Lasso and Elastic Net to assess the effect of meteorology and traffic on air quality. Biometrical Journal 65:8.
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Yundong Tu & Siwei Wang. (2023) Variable Screening and Model Averaging for Expectile Regressions. Oxford Bulletin of Economics and Statistics 85:3, pages 574-598.
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Dougho Park, Seok Il Son, Min Sol Kim, Tae Yeon Kim, Jun Hwa Choi, Sang-Eok Lee, Daeyoung Hong & Mun-Chul Kim. (2023) Machine learning predictive model for aspiration screening in hospitalized patients with acute stroke. Scientific Reports 13:1.
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Mohamed Ouhourane, Yi Yang, Andréa L. Benedet & Karim Oualkacha. (2021) Group penalized quantile regression. Statistical Methods & Applications 31:3, pages 495-529.
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Sihan Gao, Jiaqing Chen, Zihao Yuan, Jie Liu & Yangxin Huang. (2022) Double Penalized Expectile Regression for Linear Mixed Effects Model. Symmetry 14:8, pages 1538.
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