Changqing Lu, Yongtao Guan, Marie-Colette van Lieshout, Ganggang Xu
{"title":"XGBoostPP: Tree-based Estimation of Point Process Intensity Functions","authors":"Changqing Lu, Yongtao Guan, Marie-Colette van Lieshout, Ganggang Xu","doi":"10.1080/10618600.2025.2520582","DOIUrl":"https://doi.org/10.1080/10618600.2025.2520582","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"50 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144371132","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}
Nhat-Minh Nguyen, Minh-Ngoc Tran, Christopher Drovandi, David Nott
{"title":"Wasserstein Gaussianization and Efficient Variational Bayes for Robust Bayesian Synthetic Likelihood","authors":"Nhat-Minh Nguyen, Minh-Ngoc Tran, Christopher Drovandi, David Nott","doi":"10.1080/10618600.2025.2520581","DOIUrl":"https://doi.org/10.1080/10618600.2025.2520581","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"88 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144371133","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}
{"title":"Highest Probability Density Conformal Regions","authors":"Max Sampson, Kung-Sik Chan","doi":"10.1080/10618600.2025.2520584","DOIUrl":"https://doi.org/10.1080/10618600.2025.2520584","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"21 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144371134","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}
{"title":"When Tukey meets Chauvenet: a new boxplot criterion for outlier detection","authors":"Hongmei Lin, Riquan Zhang, Tiejun Tong","doi":"10.1080/10618600.2025.2520577","DOIUrl":"https://doi.org/10.1080/10618600.2025.2520577","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"636 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144370876","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}
Si Cheng, Magali N. Blanco, Timothy V. Larson, Lianne Sheppard, Adam Szpiro, Ali Shojaie
{"title":"Principal component analysis balancing prediction and approximation accuracy for spatial data","authors":"Si Cheng, Magali N. Blanco, Timothy V. Larson, Lianne Sheppard, Adam Szpiro, Ali Shojaie","doi":"10.1080/10618600.2025.2518185","DOIUrl":"https://doi.org/10.1080/10618600.2025.2518185","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"10 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144304425","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}
Somnath Bhadra, Kaustav Chakraborty, Srijan Sengupta, Soumendra N. Lahiri
{"title":"A Bootstrap-based Method for Testing Similarity of Matched Networks","authors":"Somnath Bhadra, Kaustav Chakraborty, Srijan Sengupta, Soumendra N. Lahiri","doi":"10.1080/10618600.2025.2509588","DOIUrl":"https://doi.org/10.1080/10618600.2025.2509588","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"18 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144228616","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}
{"title":"Communication-Efficient Pilot Estimation for Non-Randomly Distributed Data in Diverging Dimensions","authors":"Yue Chao, Xiaochao Xia, Wei Zhong","doi":"10.1080/10618600.2025.2513964","DOIUrl":"https://doi.org/10.1080/10618600.2025.2513964","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"15 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144193992","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}
{"title":"Missing Value Imputation in Relational Data using Variational Inference","authors":"Simon Fontaine, Jian Kang, Ji Zhu","doi":"10.1080/10618600.2025.2510494","DOIUrl":"https://doi.org/10.1080/10618600.2025.2510494","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"134 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144193993","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}
{"title":"Bayesian Adaptive Tucker Decompositions for Tensor Factorization","authors":"Federica Stolf, Antonio Canale","doi":"10.1080/10618600.2025.2509585","DOIUrl":"https://doi.org/10.1080/10618600.2025.2509585","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"14 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144193795","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}