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Scalable Bayesian inference for heat kernel Gaussian processes on manifold
Author: He, Junhui; Ma, Guoxuan; Kang, Jian; Yang, Ying
Journal: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. 2026; Vol. 88, Issue 2, pp. 516-539. DOI: 10.1093/jrsssb/qkaf057
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Nonparametric inference for censored data using deep neural network
Author: Su, Wen; Wu, Qiang; Liu, Kin-Yat; Yin, Guosheng; Huang, Jian; Zhao, Xingqiu
Journal: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. 2026; Vol. , Issue , pp. -. DOI: 10.1093/jrsssb/qkag060
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Byzantine-tolerant distributed learning of finite mixture model
Author: Zhang, Qiong; Tan, Yan Shuo; Chen, Jiahua
Journal: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. 2026; Vol. , Issue , pp. -. DOI: 10.1093/jrsssb/qkag065
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Autoregressive networks with dependent edge
Author: Chang, Jinyuan; Fang, Qin; Kolaczyk, Eric D; MacDonald, Peter W; Yao, Qiwei
Journal: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. 2026; Vol. , Issue , pp. -. DOI: 10.1093/jrsssb/qkag063
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Stratum order-of-addition design
Author: Zhou, Liushan; Liu, Ze; Liu, Min-Qian; Chen, Guanzhou
Journal: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. 2026; Vol. , Issue , pp. -. DOI: 10.1093/jrsssb/qkag064
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ART: distribution-free and model-agnostic changepoint detection with finite-sample guarantee
Author: Cui, Xiaolong; Geng, Haoyu; Wang, Guanghui; Wang, Zhaojun; Zou, Changliang
Journal: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. 2026; Vol. , Issue , pp. -. DOI: 10.1093/jrsssb/qkag037
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Penalized empirical likelihood over decentralized network
Author: Du, Jinye; Wang, Qihua
Journal: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. 2026; Vol. , Issue , pp. -. DOI: 10.1093/jrsssb/qkag042
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Multi-resolution subsampling for linear classification with massive dat
Author: Chen, Haolin; Dette, Holger; Yu, Jun
Journal: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. 2025; Vol. , Issue , pp. -. DOI: 10.1093/jrsssb/qkaf017
