Pub Date : 2026-03-17DOI: 10.1080/01621459.2026.2637894
Xuran Meng, Yi Li
{"title":"Inference for Deep Neural Network Estimators in Generalized Nonparametric Models","authors":"Xuran Meng, Yi Li","doi":"10.1080/01621459.2026.2637894","DOIUrl":"https://doi.org/10.1080/01621459.2026.2637894","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"300 1","pages":"1-21"},"PeriodicalIF":3.7,"publicationDate":"2026-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147465265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-16DOI: 10.1080/01621459.2026.2640643
Natalia Nolde, Chen Zhou, Menglin Zhou
{"title":"Tail risk in the tail: Estimating high quantiles when a related variable is extreme","authors":"Natalia Nolde, Chen Zhou, Menglin Zhou","doi":"10.1080/01621459.2026.2640643","DOIUrl":"https://doi.org/10.1080/01621459.2026.2640643","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"57 1","pages":"1-29"},"PeriodicalIF":3.7,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147465271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-16DOI: 10.1080/01621459.2026.2635077
Jinming Li, Gongjun Xu, Ji Zhu
{"title":"Hyperbolic Network Latent Space Model with Learnable Curvature","authors":"Jinming Li, Gongjun Xu, Ji Zhu","doi":"10.1080/01621459.2026.2635077","DOIUrl":"https://doi.org/10.1080/01621459.2026.2635077","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"95 1","pages":"1-20"},"PeriodicalIF":3.7,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147465273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-16DOI: 10.1080/01621459.2026.2639148
Alessia Caponera, Domenico Marinucci, Anna Vidotto
{"title":"Multi-Scale CUSUM Tests for Time Dependent Spherical Random Fields","authors":"Alessia Caponera, Domenico Marinucci, Anna Vidotto","doi":"10.1080/01621459.2026.2639148","DOIUrl":"https://doi.org/10.1080/01621459.2026.2639148","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"9 1","pages":"1-20"},"PeriodicalIF":3.7,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147465272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-16DOI: 10.1080/01621459.2026.2639735
Charles R. Doss
{"title":"Doubly robust pointwise confidence intervals for a monotonic continuous treatment effect curve","authors":"Charles R. Doss","doi":"10.1080/01621459.2026.2639735","DOIUrl":"https://doi.org/10.1080/01621459.2026.2639735","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"10 1","pages":"1-20"},"PeriodicalIF":3.7,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147465269","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-16DOI: 10.1080/01621459.2026.2640644
Michele Peruzzi
{"title":"Inside-out cross-covariance for spatial multivariate data","authors":"Michele Peruzzi","doi":"10.1080/01621459.2026.2640644","DOIUrl":"https://doi.org/10.1080/01621459.2026.2640644","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"33 1","pages":"1-22"},"PeriodicalIF":3.7,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147465274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-16DOI: 10.1080/01621459.2026.2635071
Gabriel Loewinger, Alexander W. Levis, Francisco Pereira
{"title":"Nonparametric Causal Inference for Optogenetics: Sequential Excursion Effects for Dynamic Regimes","authors":"Gabriel Loewinger, Alexander W. Levis, Francisco Pereira","doi":"10.1080/01621459.2026.2635071","DOIUrl":"https://doi.org/10.1080/01621459.2026.2635071","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"36 1","pages":"1-22"},"PeriodicalIF":3.7,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147465267","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-16DOI: 10.1080/01621459.2026.2641199
Ruijian Han, Lan Luo, Yuanhang Luo, Yuanyuan Lin, Jian Huang
{"title":"Adaptive Debiased Lasso in High-dimensional Generalized Linear Models with Streaming Data","authors":"Ruijian Han, Lan Luo, Yuanhang Luo, Yuanyuan Lin, Jian Huang","doi":"10.1080/01621459.2026.2641199","DOIUrl":"https://doi.org/10.1080/01621459.2026.2641199","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"11 1","pages":"1-19"},"PeriodicalIF":3.7,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147465270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-16DOI: 10.1080/01621459.2026.2637673
Fukang Zhu, Nuo Xu, Qi Li, Shiqing Ling
{"title":"Z-valued smooth transition GARCH models: Specification and testing","authors":"Fukang Zhu, Nuo Xu, Qi Li, Shiqing Ling","doi":"10.1080/01621459.2026.2637673","DOIUrl":"https://doi.org/10.1080/01621459.2026.2637673","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"242 1","pages":"1-26"},"PeriodicalIF":3.7,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147465268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-10DOI: 10.1080/01621459.2026.2628344
Junhao Zhu, Dehan Kong, Zhaolei Zhang, Zhenhua Lin
{"title":"Stationarity of Manifold Time Series","authors":"Junhao Zhu, Dehan Kong, Zhaolei Zhang, Zhenhua Lin","doi":"10.1080/01621459.2026.2628344","DOIUrl":"https://doi.org/10.1080/01621459.2026.2628344","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"12 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147454410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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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