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Dimension Reduction for Large-Scale Federated Data: Statistical Rate and Asymptotic Inference 大规模联邦数据的降维：统计率和渐近推断
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2025-07-31 DOI: 10.1080/01621459.2025.2537453
Shuting Shen, Junwei Lu, Xihong Lin
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引用次数: 0
Kernel Spectral Joint Embeddings for High-Dimensional Noisy Datasets using Duo-Landmark Integral Operators 基于双地标积分算子的高维噪声数据核谱联合嵌入
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2025-07-31 DOI: 10.1080/01621459.2025.2539539
Xiucai Ding, Rong Ma
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引用次数: 0
Provably Efficient Posterior Sampling for Sparse Linear Regression via Measure Decomposition 基于测度分解的稀疏线性回归可证明的有效后验抽样
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2025-07-31 DOI: 10.1080/01621459.2025.2537461
Andrea Montanari, Yuchen Wu
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引用次数: 0
Inference for Low-rank Models without Estimating the Rank 不估计秩的低秩模型推理
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2025-07-31 DOI: 10.1080/01621459.2025.2538272
Jungjun Choi, Hyukjun Kwon, Yuan Liao
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引用次数: 0
A powerful transformation of quantitative responses for biobank-scale association studies 生物库规模关联研究定量响应的有力转变
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2025-07-31 DOI: 10.1080/01621459.2025.2540083
Yaowu Liu, Tianying Wang
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引用次数: 0
Online Policy Learning and Inference by Matrix Completion 基于矩阵补全的在线策略学习与推理
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2025-07-31 DOI: 10.1080/01621459.2025.2537454
Congyuan Duan, Jingyang Li, Dong Xia
{"title":"Online Policy Learning and Inference by Matrix Completion","authors":"Congyuan Duan, Jingyang Li, Dong Xia","doi":"10.1080/01621459.2025.2537454","DOIUrl":"https://doi.org/10.1080/01621459.2025.2537454","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"721 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144755728","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
Effect Aliasing in Observational Studies 观察性研究中的效应混叠
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2025-07-31 DOI: 10.1080/01621459.2025.2537456
Paul R. Rosenbaum, José R. Zubizarreta
{"title":"Effect Aliasing in Observational Studies","authors":"Paul R. Rosenbaum, José R. Zubizarreta","doi":"10.1080/01621459.2025.2537456","DOIUrl":"https://doi.org/10.1080/01621459.2025.2537456","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"15 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144755919","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
Improved bounds and inference on optimal regimes 改进了最优状态的界和推理
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2025-07-30 DOI: 10.1080/01621459.2025.2537451
Julien D. Laurendeau, Aaron L. Sarvet, Mats J. Stensrud
{"title":"Improved bounds and inference on optimal regimes","authors":"Julien D. Laurendeau, Aaron L. Sarvet, Mats J. Stensrud","doi":"10.1080/01621459.2025.2537451","DOIUrl":"https://doi.org/10.1080/01621459.2025.2537451","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"11 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144747578","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
Fast Approximation of Shapley Values through Fractional Factorial Designs 通过分数阶乘设计快速逼近Shapley值
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2025-07-24 DOI: 10.1080/01621459.2025.2529027
Zheng Zhou, Robert Mee, Herbert Hamers, Wei Zheng
{"title":"Fast Approximation of Shapley Values through Fractional Factorial Designs","authors":"Zheng Zhou, Robert Mee, Herbert Hamers, Wei Zheng","doi":"10.1080/01621459.2025.2529027","DOIUrl":"https://doi.org/10.1080/01621459.2025.2529027","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"29 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144701746","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
Estimation of Out-of-Sample Sharpe Ratio for High Dimensional Portfolio Optimization 高维投资组合优化的样本外夏普比估计
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2025-07-24 DOI: 10.1080/01621459.2025.2535757
Xuran Meng, Yuan Cao, Weichen Wang
{"title":"Estimation of Out-of-Sample Sharpe Ratio for High Dimensional Portfolio Optimization","authors":"Xuran Meng, Yuan Cao, Weichen Wang","doi":"10.1080/01621459.2025.2535757","DOIUrl":"https://doi.org/10.1080/01621459.2025.2535757","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"14 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144701795","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
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