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Journal of Computational and Graphical Statistics Volume 28, 2019 - Issue 4
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Regularized Regression: Implementation and Interpetation

Distributed Generalized Cross-Validation for Divide-and-Conquer Kernel Ridge Regression and Its Asymptotic Optimality

Ganggang XuDepartment of Management Science, University of Miami, Coral Gables, FL; Correspondence[email protected]
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,
Zuofeng ShangDepartment of Mathematical Sciences, Indiana University – Purdue University Indianapolis, Indianapolis, IN; ;Department of Mathematical Sciences, New Jersey Institute of Technology, Newark, NJ; View further author information
&
Guang ChengDepartment of Statistics, Purdue University, West Lafayette, INView further author information
Pages 891-908 | Received 13 Aug 2017, Accepted 18 Feb 2019, Published online: 28 May 2019

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Read on this site (3)

Tony Sit & Yue Xing. (2023) Distributed Censored Quantile Regression. Journal of Computational and Graphical Statistics 32:4, pages 1685-1697.
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Lanjue Chen, Jin Su, Alan T. K. Wan & Yong Zhou. (2023) A Simple Divide-and-Conquer-based Distributed Method for the Accelerated Failure Time Model. Journal of Computational and Graphical Statistics 0:0, pages 1-18.
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Cheng Meng, Jun Yu, Yongkai Chen, Wenxuan Zhong & Ping Ma. (2022) Smoothing Splines Approximation Using Hilbert Curve Basis Selection. Journal of Computational and Graphical Statistics 31:3, pages 802-812.
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Articles from other publishers (6)

Ruiqi Liu, Ganggang Xu & Zuofeng Shang. (2023) Distributed adaptive nearest neighbor classifier: algorithm and theory. Statistics and Computing 33:5.
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Lu Lin & Feng Li. (2023) Global debiased DC estimations for biased estimators via pro forma regression. TEST 32:2, pages 726-758.
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Qianqian Liu & Zhouping Li. (2022) Distributed estimation with empirical likelihood. Canadian Journal of Statistics 51:2, pages 375-399.
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Ensiyeh Nezakati & Eugen Pircalabelu. (2023) Unbalanced distributed estimation and inference for the precision matrix in Gaussian graphical models. Statistics and Computing 33:2.
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Meiling Hao, Yuanyuan Lin, Guohao Shen & Wen Su. (2023) Nonparametric inference on smoothed quantile regression process. Computational Statistics & Data Analysis 179, pages 107645.
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Weijun Xu, Zhineng Fu, Hongyi Li, Jinglong Huang, Weidong Xu & Yiyang Luo. (2022) A study of the impact of COVID ‐19 on the Chinese stock market based on a new textual multiple ARMA model . Statistical Analysis and Data Mining: The ASA Data Science Journal 16:1, pages 5-15.
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