发布求助
文献互助 智能选刊 最新文献

Journal of the American Statistical Association最新文献

筛选
英文 中文
Robust Personalized Federated Learning with Sparse Penalization* 利用稀疏惩罚进行稳健的个性化联合学习*
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-02-23 DOI: 10.1080/01621459.2024.2321652
Weidong Liu, Xiaojun Mao, Xiaofei Zhang, Xin Zhang
{"title":"Robust Personalized Federated Learning with Sparse Penalization*","authors":"Weidong Liu, Xiaojun Mao, Xiaofei Zhang, Xin Zhang","doi":"10.1080/01621459.2024.2321652","DOIUrl":"https://doi.org/10.1080/01621459.2024.2321652","url":null,"abstract":"Federated learning (FL) is an emerging topic due to its advantage in collaborative learning with distributed data. Due to the heterogeneity in the local data-generating mechanism, it is important t...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139938873","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}
引用次数: 0
Doubly Flexible Estimation under Label Shift 标签移动下的双重灵活估计
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-02-21 DOI: 10.1080/01621459.2024.2321653
Seong-ho Lee, Yanyuan Ma, Jiwei Zhao
{"title":"Doubly Flexible Estimation under Label Shift","authors":"Seong-ho Lee, Yanyuan Ma, Jiwei Zhao","doi":"10.1080/01621459.2024.2321653","DOIUrl":"https://doi.org/10.1080/01621459.2024.2321653","url":null,"abstract":"In studies ranging from clinical medicine to policy research, complete data are usually available from a population P , but the quantity of interest is often sought for a related but different popu...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139938865","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}
引用次数: 0
Modeling Recurrent Failures on Large Directed Networks 大型定向网络的循环故障建模
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-02-15 DOI: 10.1080/01621459.2024.2319897
Qingqing Zhai, Zhisheng Ye, Cheng Li, Matthew Revie, David B. Dunson
{"title":"Modeling Recurrent Failures on Large Directed Networks","authors":"Qingqing Zhai, Zhisheng Ye, Cheng Li, Matthew Revie, David B. Dunson","doi":"10.1080/01621459.2024.2319897","DOIUrl":"https://doi.org/10.1080/01621459.2024.2319897","url":null,"abstract":"Many lifeline infrastructure systems consist of thousands of components configured in a complex directed network. Disruption of the infrastructure constitutes a recurrent failure process over a dir...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139739409","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}
引用次数: 0
Addressing Multiple Detection Limits with Semiparametric Cumulative Probability Models 用半参数累积概率模型解决多重检测极限问题
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-02-13 DOI: 10.1080/01621459.2024.2315667
Yuqi Tian, Chun Li, Shengxin Tu, Nathan T. James, Frank E. Harrell, Bryan E. Shepherd
{"title":"Addressing Multiple Detection Limits with Semiparametric Cumulative Probability Models","authors":"Yuqi Tian, Chun Li, Shengxin Tu, Nathan T. James, Frank E. Harrell, Bryan E. Shepherd","doi":"10.1080/01621459.2024.2315667","DOIUrl":"https://doi.org/10.1080/01621459.2024.2315667","url":null,"abstract":"Detection limits (DLs), where a variable cannot be measured outside of a certain range, are common in research. DLs may vary across study sites or over time. Most approaches to handling DLs in resp...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139739489","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}
引用次数: 0
Ranking Inferences Based on the Top Choice of Multiway Comparisons 根据多向比较的最高选择进行排序推断
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-02-09 DOI: 10.1080/01621459.2024.2316364
Jianqing Fan, Zhipeng Lou, Weichen Wang, Mengxin Yu
{"title":"Ranking Inferences Based on the Top Choice of Multiway Comparisons","authors":"Jianqing Fan, Zhipeng Lou, Weichen Wang, Mengxin Yu","doi":"10.1080/01621459.2024.2316364","DOIUrl":"https://doi.org/10.1080/01621459.2024.2316364","url":null,"abstract":"Motivated by many applications such as online recommendations and individual choices, this paper considers ranking inference of n items based on the observed data on the top choice among M randomly...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139728150","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}
引用次数: 0
Confidence Intervals for Parameters of Unobserved Events 未观测事件参数的置信区间
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-02-07 DOI: 10.1080/01621459.2024.2314318
Amichai Painsky
{"title":"Confidence Intervals for Parameters of Unobserved Events","authors":"Amichai Painsky","doi":"10.1080/01621459.2024.2314318","DOIUrl":"https://doi.org/10.1080/01621459.2024.2314318","url":null,"abstract":"Consider a finite sample from an unknown distribution over a countable alphabet. Unobserved events are alphabet symbols which do not appear in the sample. Estimating the probabilities of unobserved...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139701019","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}
引用次数: 0
Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing 评估动态条件量子处理效应在共享乘车中的应用
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-02-06 DOI: 10.1080/01621459.2024.2314316
Ting Li, Chengchun Shi, Zhaohua Lu, Yi Li, Hongtu Zhu
{"title":"Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing","authors":"Ting Li, Chengchun Shi, Zhaohua Lu, Yi Li, Hongtu Zhu","doi":"10.1080/01621459.2024.2314316","DOIUrl":"https://doi.org/10.1080/01621459.2024.2314316","url":null,"abstract":"Many modern tech companies, such as Google, Uber, and Didi, utilize online experiments (also known as A/B testing) to evaluate new policies against existing ones. While most studies concentrate on ...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139701013","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}
引用次数: 0
Theory of Statistical Inference. 统计推断理论
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-02-05 DOI: 10.1080/01621459.2024.2314719
Somabha Mukherjee
{"title":"Theory of Statistical Inference.","authors":"Somabha Mukherjee","doi":"10.1080/01621459.2024.2314719","DOIUrl":"https://doi.org/10.1080/01621459.2024.2314719","url":null,"abstract":"Published in Journal of the American Statistical Association (Just accepted, 2024)","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139688422","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}
引用次数: 0
Assessing COVID-19 Prevalence in Austria with Infection Surveys and Case Count Data as Auxiliary Information 利用感染调查和病例计数数据作为辅助信息评估 COVID-19 在奥地利的流行情况
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-02-05 DOI: 10.1080/01621459.2024.2313790
Stéphane Guerrier, Christoph Kuzmics, Maria-Pia Victoria-Feser
{"title":"Assessing COVID-19 Prevalence in Austria with Infection Surveys and Case Count Data as Auxiliary Information","authors":"Stéphane Guerrier, Christoph Kuzmics, Maria-Pia Victoria-Feser","doi":"10.1080/01621459.2024.2313790","DOIUrl":"https://doi.org/10.1080/01621459.2024.2313790","url":null,"abstract":"Countries officially record the number of COVID-19 cases based on medical tests of a subset of the population. These case count data obviously suffer from participation bias, and for prevalence est...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139688432","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}
引用次数: 0
Federated Offline Reinforcement Learning 联合离线强化学习
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-02-02 DOI: 10.1080/01621459.2024.2310287
Doudou Zhou, Yufeng Zhang, Aaron Sonabend-W, Zhaoran Wang, Junwei Lu, Tianxi Cai
{"title":"Federated Offline Reinforcement Learning","authors":"Doudou Zhou, Yufeng Zhang, Aaron Sonabend-W, Zhaoran Wang, Junwei Lu, Tianxi Cai","doi":"10.1080/01621459.2024.2310287","DOIUrl":"https://doi.org/10.1080/01621459.2024.2310287","url":null,"abstract":"Evidence-based or data-driven dynamic treatment regimes are essential for personalized medicine, which can benefit from offline reinforcement learning (RL). Although massive healthcare data are ava...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139701033","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}
引用次数: 0
首页 上一页 下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信