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Clustering locally stationary time series using quantile autocorrelations 使用分位数自相关聚类局部平稳时间序列
IF 2.4 2区 数学
Journal of Computational and Graphical Statistics Pub Date : 2026-01-26 DOI: 10.1080/10618600.2026.2621092
Ángel López-Oriona, Ying Sun, José A. Vilar
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引用次数: 0
Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networks 基于部分可解释神经网络的美国极端野火时空回归模型
IF 2.4 2区 数学
Journal of Computational and Graphical Statistics Pub Date : 2026-01-08 DOI: 10.1080/10618600.2025.2609641
Jordan Richards, Raphaël Huser
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引用次数: 0
Constrained Bayesian Optimization with Improvement Policy 改进策略约束贝叶斯优化
IF 2.4 2区 数学
Journal of Computational and Graphical Statistics Pub Date : 2026-01-07 DOI: 10.1080/10618600.2025.2611111
Raju Chowdhury, Neelesh S Upadhye
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引用次数: 0
NeuroPMD: Neural Fields for Density Estimation on Product Manifolds 关于积流形密度估计的神经域
IF 2.4 2区 数学
Journal of Computational and Graphical Statistics Pub Date : 2026-01-07 DOI: 10.1080/10618600.2025.2612629
William Consagra, Zhiling Gu, Zhengwu Zhang
{"title":"NeuroPMD: Neural Fields for Density Estimation on Product Manifolds","authors":"William Consagra, Zhiling Gu, Zhengwu Zhang","doi":"10.1080/10618600.2025.2612629","DOIUrl":"https://doi.org/10.1080/10618600.2025.2612629","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"29 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advanced Data Augmentation Methods in Neural Network for Functional Data Classification 神经网络中用于功能数据分类的高级数据增强方法
IF 2.4 2区 数学
Journal of Computational and Graphical Statistics Pub Date : 2026-01-07 DOI: 10.1080/10618600.2025.2610387
Sixuan Meng, Zhixia Yang, Junyou Ye, Xue Yang, Jieyu Yang
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引用次数: 0
Adaptive sequential Monte Carlo for structured cross validation in Bayesian hierarchical models 贝叶斯层次模型中结构化交叉验证的自适应序列蒙特卡罗
IF 2.4 2区 数学
Journal of Computational and Graphical Statistics Pub Date : 2026-01-07 DOI: 10.1080/10618600.2025.2612246
Geonhee Han, Andrew Gelman
{"title":"Adaptive sequential Monte Carlo for structured cross validation in Bayesian hierarchical models","authors":"Geonhee Han, Andrew Gelman","doi":"10.1080/10618600.2025.2612246","DOIUrl":"https://doi.org/10.1080/10618600.2025.2612246","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"338 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Variational inference for hierarchical models with conditional scale and skewness corrections 具有条件尺度和偏度校正的层次模型的变分推理
IF 2.4 2区 数学
Journal of Computational and Graphical Statistics Pub Date : 2026-01-05 DOI: 10.1080/10618600.2025.2609645
Lucas Kock, Linda S. L. Tan, Prateek Bansal, David J. Nott
{"title":"Variational inference for hierarchical models with conditional scale and skewness corrections","authors":"Lucas Kock, Linda S. L. Tan, Prateek Bansal, David J. Nott","doi":"10.1080/10618600.2025.2609645","DOIUrl":"https://doi.org/10.1080/10618600.2025.2609645","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"16 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unveil linear patterns of dependence via K -regression clustering 通过K回归聚类揭示线性依赖模式
IF 2.4 2区 数学
Journal of Computational and Graphical Statistics Pub Date : 2025-12-23 DOI: 10.1080/10618600.2025.2606055
Liping Zhu, Yuling Jiao, Jian Huang, Erbo Li, Yifan Sun
{"title":"Unveil linear patterns of dependence via K -regression clustering","authors":"Liping Zhu, Yuling Jiao, Jian Huang, Erbo Li, Yifan Sun","doi":"10.1080/10618600.2025.2606055","DOIUrl":"https://doi.org/10.1080/10618600.2025.2606055","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"19 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145836182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Online Spectral Density Estimation 在线谱密度估计
IF 2.4 2区 数学
Journal of Computational and Graphical Statistics Pub Date : 2025-12-22 DOI: 10.1080/10618600.2025.2603582
Shahriar Hasnat Kazi, Niall Adams, Edward A. K. Cohen
{"title":"Online Spectral Density Estimation","authors":"Shahriar Hasnat Kazi, Niall Adams, Edward A. K. Cohen","doi":"10.1080/10618600.2025.2603582","DOIUrl":"https://doi.org/10.1080/10618600.2025.2603582","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"1 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145836185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fréchet Sufficient Dimension Reduction for Metric Space-Valued Data via Distance Covariance 基于距离协方差的度量空间值数据的充分降维
IF 2.4 2区 数学
Journal of Computational and Graphical Statistics Pub Date : 2025-12-22 DOI: 10.1080/10618600.2025.2602521
Hsin-Hsiung Huang, Feng Yu, Kang Li, Teng Zhang
{"title":"Fréchet Sufficient Dimension Reduction for Metric Space-Valued Data via Distance Covariance","authors":"Hsin-Hsiung Huang, Feng Yu, Kang Li, Teng Zhang","doi":"10.1080/10618600.2025.2602521","DOIUrl":"https://doi.org/10.1080/10618600.2025.2602521","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"27 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145836181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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