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Sample-Wise Combined Missing Effect Model with Penalization
Author: Li, Jialu; Yu, Guan; Li, Qizhai; Liu, Yufeng
Journal: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 2023; Vol. 32, Issue 1, pp. 263-274. DOI: 10.1080/10618600.2022.2070172
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Model Checking for Logistic Models When the Number of Parameters Tends to Infinity
Author: Li, Xinmin; Chen, Feifei; Liang, Hua; Ruppert, David
Journal: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 2023; Vol. 32, Issue 1, pp. 241-251. DOI: 10.1080/10618600.2022.2084403
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An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation
Author: Zhang, Jingyi; Meng, Cheng; Yu, Jun; Zhang, Mengrui; Zhong, Wenxuan; Ma, Ping
Journal: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 2023; Vol. 32, Issue 1, pp. 329-339. DOI: 10.1080/10618600.2022.2084404
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K-CDFs: A Nonparametric Clustering Algorithm via Cumulative Distribution Function
Author: Liu, Jicai; Li, Jinhong; Zhang, Riquan
Journal: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 2023; Vol. 32, Issue 1, pp. 304-318. DOI: 10.1080/10618600.2022.2091575
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Variable Screening for Sparse Online Regression
Author: Liang, Jingwei; Poon, Clarice
Journal: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 2023; Vol. 32, Issue 1, pp. 275-293. DOI: 10.1080/10618600.2022.2099872
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A General Framework for Identifying Hierarchical Interactions and Its Application to Genomics Data
Author: Zhang, Xiao; Shi, Xingjie; Liu, Yiming; Liu, Xu; Ma, Shuangge
Journal: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 2023; Vol. , Issue , pp. -. DOI: 10.1080/10618600.2022.2152034
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An Approximated Collapsed Variational Bayes Approach to Variable Selection in Linear Regression
Author: You, Chong; Ormerod, John T.; Li, Xiangyang; Pang, Cheng Heng; Zhou, Xiao-Hua
Journal: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 2023; Vol. , Issue , pp. -. DOI: 10.1080/10618600.2022.2149539
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Dependence Model Assessment and Selection with DecoupleNets
Author: Hofert, Marius; Prasad, Avinash; Zhu, Mu
Journal: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 2023; Vol. , Issue , pp. -. DOI: 10.1080/10618600.2022.2157835
