Pub Date : 2026-02-06DOI: 10.1080/10618600.2026.2614102
Ganna Fagerberg, Mattias Villani, Robert Kohn
{"title":"Time-Varying Multi-Seasonal AR Models","authors":"Ganna Fagerberg, Mattias Villani, Robert Kohn","doi":"10.1080/10618600.2026.2614102","DOIUrl":"https://doi.org/10.1080/10618600.2026.2614102","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"3 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146138821","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}
Pub Date : 2026-01-28DOI: 10.1080/10618600.2026.2621093
Matthias Eckardt, Mehdi Moradi
{"title":"Local Indicators of Mark Association for Marked Spatial Point Processes","authors":"Matthias Eckardt, Mehdi Moradi","doi":"10.1080/10618600.2026.2621093","DOIUrl":"https://doi.org/10.1080/10618600.2026.2621093","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"44 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146072030","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}
Pub Date : 2026-01-26DOI: 10.1080/10618600.2026.2621092
Ángel López-Oriona, Ying Sun, José A. Vilar
{"title":"Clustering locally stationary time series using quantile autocorrelations","authors":"Ángel López-Oriona, Ying Sun, José A. Vilar","doi":"10.1080/10618600.2026.2621092","DOIUrl":"https://doi.org/10.1080/10618600.2026.2621092","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"104 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146072033","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}
Pub Date : 2026-01-08DOI: 10.1080/10618600.2025.2609641
Jordan Richards, Raphaël Huser
{"title":"Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networks","authors":"Jordan Richards, Raphaël Huser","doi":"10.1080/10618600.2025.2609641","DOIUrl":"https://doi.org/10.1080/10618600.2025.2609641","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"186 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920147","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}
Pub Date : 2026-01-07DOI: 10.1080/10618600.2025.2611111
Raju Chowdhury, Neelesh S Upadhye
{"title":"Constrained Bayesian Optimization with Improvement Policy","authors":"Raju Chowdhury, Neelesh S Upadhye","doi":"10.1080/10618600.2025.2611111","DOIUrl":"https://doi.org/10.1080/10618600.2025.2611111","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"21 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920149","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}
Pub Date : 2026-01-07DOI: 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}
Pub Date : 2026-01-07DOI: 10.1080/10618600.2025.2610387
Sixuan Meng, Zhixia Yang, Junyou Ye, Xue Yang, Jieyu Yang
{"title":"Advanced Data Augmentation Methods in Neural Network for Functional Data Classification","authors":"Sixuan Meng, Zhixia Yang, Junyou Ye, Xue Yang, Jieyu Yang","doi":"10.1080/10618600.2025.2610387","DOIUrl":"https://doi.org/10.1080/10618600.2025.2610387","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"19 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920148","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}
Pub Date : 2026-01-07DOI: 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}
Pub Date : 2026-01-05DOI: 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}
Pub Date : 2025-12-23DOI: 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}
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