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Statistical Methods in Health Disparity Research. 健康差异研究中的统计方法》。
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-04-17 DOI: 10.1080/01621459.2024.2344715
Susan M. Paddock
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引用次数: 0
Selection and Aggregation of Conformal Prediction Sets 共形预测集的选择与聚合
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-04-17 DOI: 10.1080/01621459.2024.2344700
Yachong Yang, Arun Kumar Kuchibhotla
{"title":"Selection and Aggregation of Conformal Prediction Sets","authors":"Yachong Yang, Arun Kumar Kuchibhotla","doi":"10.1080/01621459.2024.2344700","DOIUrl":"https://doi.org/10.1080/01621459.2024.2344700","url":null,"abstract":"Conformal prediction is a generic methodology for finite-sample valid distribution-free prediction. This technique has garnered a lot of attention in the literature partly because it can be applied...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"22 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140608121","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
Introduction to Environmental Data Science 环境数据科学入门
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-04-16 DOI: 10.1080/01621459.2024.2343459
Timothée Poisot
{"title":"Introduction to Environmental Data Science","authors":"Timothée Poisot","doi":"10.1080/01621459.2024.2343459","DOIUrl":"https://doi.org/10.1080/01621459.2024.2343459","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":"35 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140603609","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
Dissecting gene expression heterogeneity: generalized Pearson correlation squares and the K-lines clustering algorithm 剖析基因表达异质性：广义皮尔逊相关平方和 K 线聚类算法
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-04-15 DOI: 10.1080/01621459.2024.2342639
Jingyi Jessica Li, Heather J. Zhou, Peter J. Bickel, Xin Tong
{"title":"Dissecting gene expression heterogeneity: generalized Pearson correlation squares and the K-lines clustering algorithm","authors":"Jingyi Jessica Li, Heather J. Zhou, Peter J. Bickel, Xin Tong","doi":"10.1080/01621459.2024.2342639","DOIUrl":"https://doi.org/10.1080/01621459.2024.2342639","url":null,"abstract":"Motivated by the pressing needs for dissecting heterogeneous relationships in gene expression data, here we generalize the squared Pearson correlation to capture a mixture of linear dependences bet...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"54 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140553391","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
Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learning Sharp-SSL：用于半监督学习的选择性高维轴对齐随机投影
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-04-12 DOI: 10.1080/01621459.2024.2340792
Tengyao Wang, Edgar Dobriban, Milana Gataric, Richard J. Samworth
{"title":"Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learning","authors":"Tengyao Wang, Edgar Dobriban, Milana Gataric, Richard J. Samworth","doi":"10.1080/01621459.2024.2340792","DOIUrl":"https://doi.org/10.1080/01621459.2024.2340792","url":null,"abstract":"We propose a new method for high-dimensional semi-supervised learning problems based on the careful aggregation of the results of a low-dimensional procedure applied to many axis-aligned random pro...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"73 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140547958","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
Coexchangeable process modelling for uncertainty quantification in joint climate reconstruction 为联合气候重建中的不确定性量化建立可交换过程模型
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-04-11 DOI: 10.1080/01621459.2024.2325705
Lachlan Astfalck, Daniel Williamson, Niall Gandy, Lauren Gregoire, Ruza Ivanovic
{"title":"Coexchangeable process modelling for uncertainty quantification in joint climate reconstruction","authors":"Lachlan Astfalck, Daniel Williamson, Niall Gandy, Lauren Gregoire, Ruza Ivanovic","doi":"10.1080/01621459.2024.2325705","DOIUrl":"https://doi.org/10.1080/01621459.2024.2325705","url":null,"abstract":"Any experiment with climate models relies on a potentially large set of spatio-temporal boundary conditions. These can represent both the initial state of the system and/or forcings driving the mod...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"29 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140544872","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
Sobolev Calibration of Imperfect Computer Models 不完善计算机模型的索波列夫校准
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-04-09 DOI: 10.1080/01621459.2024.2340793
Qingwen Zhang, Wenjia Wang
{"title":"Sobolev Calibration of Imperfect Computer Models","authors":"Qingwen Zhang, Wenjia Wang","doi":"10.1080/01621459.2024.2340793","DOIUrl":"https://doi.org/10.1080/01621459.2024.2340793","url":null,"abstract":"Calibration refers to the statistical estimation of unknown model parameters in computer experiments, such that computer experiments can match underlying physical systems. This work develops a new ...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"16 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140538775","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
Efficient Nonparametric Estimation of Stochastic Policy Effects with Clustered Interference 具有聚类干扰的随机政策效应的高效非参数估计
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-04-09 DOI: 10.1080/01621459.2024.2340789
Chanhwa Lee, Donglin Zeng, Michael G. Hudgens
{"title":"Efficient Nonparametric Estimation of Stochastic Policy Effects with Clustered Interference","authors":"Chanhwa Lee, Donglin Zeng, Michael G. Hudgens","doi":"10.1080/01621459.2024.2340789","DOIUrl":"https://doi.org/10.1080/01621459.2024.2340789","url":null,"abstract":"Interference occurs when a unit’s treatment (or exposure) affects another unit’s outcome. In some settings, units may be grouped into clusters such that it is reasonable to assume that interference...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"81 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140538643","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
Partnering with Authors to Enhance Reproducibility at JASA 与作者合作提高 JASA 的可复制性
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-04-08 DOI: 10.1080/01621459.2024.2340557
Julia Wrobel, Emily C. Hector, Lorin Crawford, Lucy D’Agostino McGowan, Natalia da Silva, Jeff Goldsmith, Stephanie Hicks, Michael Kane, Youjin Lee, Vinicius Mayrink, Christopher J. Paciorek, Therri Usher, Julian Wolfson
{"title":"Partnering with Authors to Enhance Reproducibility at JASA","authors":"Julia Wrobel, Emily C. Hector, Lorin Crawford, Lucy D’Agostino McGowan, Natalia da Silva, Jeff Goldsmith, Stephanie Hicks, Michael Kane, Youjin Lee, Vinicius Mayrink, Christopher J. Paciorek, Therri Usher, Julian Wolfson","doi":"10.1080/01621459.2024.2340557","DOIUrl":"https://doi.org/10.1080/01621459.2024.2340557","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":"39 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140534415","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
Inferring independent sets of Gaussian variables after thresholding correlations 在阈值相关性之后推断独立的高斯变量集
IF 3.7 1区 数学
Journal of the American Statistical Association Pub Date : 2024-04-05 DOI: 10.1080/01621459.2024.2337158
Arkajyoti Saha, Daniela Witten, Jacob Bien
{"title":"Inferring independent sets of Gaussian variables after thresholding correlations","authors":"Arkajyoti Saha, Daniela Witten, Jacob Bien","doi":"10.1080/01621459.2024.2337158","DOIUrl":"https://doi.org/10.1080/01621459.2024.2337158","url":null,"abstract":"We consider testing whether a set of Gaussian variables, selected from the data, is independent of the remaining variables. This set is selected via a very simple approach: these are the variables ...","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"16 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140349300","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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