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The Annals of Applied Statistics最新文献

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A behavioral approach to repeated Bayesian security games 重复贝叶斯安全博弈的行为方法
The Annals of Applied Statistics Pub Date : 2024-03-01 DOI: 10.1214/23-aoas1786
William Caballero, Jake Cooley, David Banks, Phillip Jenkins
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引用次数: 0
Bayesian projections of total fertility rate conditional on the United Nations sustainable development goals 以联合国可持续发展目标为条件的总和生育率贝叶斯预测
The Annals of Applied Statistics Pub Date : 2024-03-01 DOI: 10.1214/23-aoas1793
Daphne H. Liu, A. Raftery
{"title":"Bayesian projections of total fertility rate conditional on the United Nations sustainable development goals","authors":"Daphne H. Liu, A. Raftery","doi":"10.1214/23-aoas1793","DOIUrl":"https://doi.org/10.1214/23-aoas1793","url":null,"abstract":"","PeriodicalId":188068,"journal":{"name":"The Annals of Applied Statistics","volume":"2 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140082995","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Distributed proportional likelihood ratio model with application to data integration across clinical sites 分布式比例似然比模型在跨临床站点数据整合中的应用
The Annals of Applied Statistics Pub Date : 2024-03-01 DOI: 10.1214/23-aoas1779
Chongliang Luo, Rui Duan, M. Edmondson, Jiasheng Shi, M. Maltenfort, Jeffrey S. Morris, Christopher B. Forrest, Rebecca A. Hubbard, Yong Chen
{"title":"Distributed proportional likelihood ratio model with application to data integration across clinical sites","authors":"Chongliang Luo, Rui Duan, M. Edmondson, Jiasheng Shi, M. Maltenfort, Jeffrey S. Morris, Christopher B. Forrest, Rebecca A. Hubbard, Yong Chen","doi":"10.1214/23-aoas1779","DOIUrl":"https://doi.org/10.1214/23-aoas1779","url":null,"abstract":"","PeriodicalId":188068,"journal":{"name":"The Annals of Applied Statistics","volume":"64 25","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140085352","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bayesian multiple instance classification based on hierarchical probit regression 基于分层概率回归的贝叶斯多实例分类法
The Annals of Applied Statistics Pub Date : 2024-03-01 DOI: 10.1214/23-aoas1780
Danyi Xiong, Seongoh Park, Johan Lim, Tao Wang, Xinlei Wang
{"title":"Bayesian multiple instance classification based on hierarchical probit regression","authors":"Danyi Xiong, Seongoh Park, Johan Lim, Tao Wang, Xinlei Wang","doi":"10.1214/23-aoas1780","DOIUrl":"https://doi.org/10.1214/23-aoas1780","url":null,"abstract":"","PeriodicalId":188068,"journal":{"name":"The Annals of Applied Statistics","volume":"116 29","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140088044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Online monitoring of air quality using PCA-based sequential learning 利用基于 PCA 的序列学习对空气质量进行在线监测
The Annals of Applied Statistics Pub Date : 2024-03-01 DOI: 10.1214/23-aoas1803
Xiulin Xie, Nicole Qian, Peihua Qiu
{"title":"Online monitoring of air quality using PCA-based sequential learning","authors":"Xiulin Xie, Nicole Qian, Peihua Qiu","doi":"10.1214/23-aoas1803","DOIUrl":"https://doi.org/10.1214/23-aoas1803","url":null,"abstract":"Air pollution surveillance is critically important for public health. One air pollutant, ozone, is extremely challenging to analyze properly, as it is a secondary pollutant caused by complex chemical reactions in the air, and does not emit directly into the atmosphere. Numerous environmental studies confirm that ozone concentration levels are associated with meteorological conditions, and long-term exposure to high ozone concentration levels is associated with the incidence of many diseases, including asthma, respiratory, and cardiovascular diseases. Thus, it is important to develop an air pollution surveillance system to collect both air pollution and meteorological data and monitor the data continuously over time. To this end, statistical process control (SPC) charts provide a major statistical tool. But, most existing SPC charts are designed for cases when the in-control (IC) process observations at different times are assumed to be independent and identically distributed. The air pollution and meteorological data would not satisfy these conditions due to serial data correlation, high dimensionality, seasonality, and other complex data structure. Motivated by an application to monitor the ground ozone concentration levels in the Houston-Galveston-Brazoria (HGB) area, we developed a new process monitoring method using principal component analysis and sequential learning. The new method can accommodate high dimensionality, time-varying IC process distribution, serial data correlation, and non-parametric data distribution. It is shown to be a reliable analytic tool for on-line monitoring of air quality.","PeriodicalId":188068,"journal":{"name":"The Annals of Applied Statistics","volume":"121 23","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140088159","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantifying replicability of multiple studies in a meta-analysis 在荟萃分析中量化多项研究的可复制性
The Annals of Applied Statistics Pub Date : 2024-03-01 DOI: 10.1214/23-aoas1806
Mengli Xiao, Haitao Chu, James S. Hodges, Lifeng Lin
{"title":"Quantifying replicability of multiple studies in a meta-analysis","authors":"Mengli Xiao, Haitao Chu, James S. Hodges, Lifeng Lin","doi":"10.1214/23-aoas1806","DOIUrl":"https://doi.org/10.1214/23-aoas1806","url":null,"abstract":"","PeriodicalId":188068,"journal":{"name":"The Annals of Applied Statistics","volume":"106 15","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140088655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic risk prediction for cervical precancer screening with continuous and binary longitudinal biomarkers 利用连续和二元纵向生物标志物对宫颈癌前病变筛查进行动态风险预测
The Annals of Applied Statistics Pub Date : 2024-03-01 DOI: 10.1214/23-aoas1788
Siddharth Roy, Anindya Roy, Megan A. Clarke, Ana Gradissimo, Robert D. Burk, Nicolas Wentzensen, Paul S. Albert, Danping Liu
{"title":"Dynamic risk prediction for cervical precancer screening with continuous and binary longitudinal biomarkers","authors":"Siddharth Roy, Anindya Roy, Megan A. Clarke, Ana Gradissimo, Robert D. Burk, Nicolas Wentzensen, Paul S. Albert, Danping Liu","doi":"10.1214/23-aoas1788","DOIUrl":"https://doi.org/10.1214/23-aoas1788","url":null,"abstract":"","PeriodicalId":188068,"journal":{"name":"The Annals of Applied Statistics","volume":"50 17","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140085871","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Testing for the causal mediation effects of multiple mediators using the kernel machine difference method in genome-wide epigenetic studies 在全基因组表观遗传学研究中使用核机器差分法检验多个中介因子的因果中介效应
The Annals of Applied Statistics Pub Date : 2024-03-01 DOI: 10.1214/23-aoas1814
Jincheng Shen, Joel Schwartz, Andrea A. Baccarelli, Xihong Lin
{"title":"Testing for the causal mediation effects of multiple mediators using the kernel machine difference method in genome-wide epigenetic studies","authors":"Jincheng Shen, Joel Schwartz, Andrea A. Baccarelli, Xihong Lin","doi":"10.1214/23-aoas1814","DOIUrl":"https://doi.org/10.1214/23-aoas1814","url":null,"abstract":"","PeriodicalId":188068,"journal":{"name":"The Annals of Applied Statistics","volume":"7 24","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140091094","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel estimator of Earth’s curvature (Allowing for inference as well) 新颖的地球曲率估算器（同时允许推理）
The Annals of Applied Statistics Pub Date : 2024-03-01 DOI: 10.1214/23-aoas1802
David R. Bell, Olivier Ledoit, Michael Wolf
{"title":"A novel estimator of Earth’s curvature (Allowing for inference as well)","authors":"David R. Bell, Olivier Ledoit, Michael Wolf","doi":"10.1214/23-aoas1802","DOIUrl":"https://doi.org/10.1214/23-aoas1802","url":null,"abstract":"","PeriodicalId":188068,"journal":{"name":"The Annals of Applied Statistics","volume":" 1069","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140091767","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling the visibility distribution for respondent-driven sampling with application to population size estimation 建立受访者驱动抽样的可见度分布模型，并将其应用于人口规模估算
The Annals of Applied Statistics Pub Date : 2024-03-01 DOI: 10.1214/23-aoas1807
Katherine R. McLaughlin, Lisa G. Johnston, X. Jakupi, D. Gexha-Bunjaku, Edona Deva, M. Handcock
{"title":"Modeling the visibility distribution for respondent-driven sampling with application to population size estimation","authors":"Katherine R. McLaughlin, Lisa G. Johnston, X. Jakupi, D. Gexha-Bunjaku, Edona Deva, M. Handcock","doi":"10.1214/23-aoas1807","DOIUrl":"https://doi.org/10.1214/23-aoas1807","url":null,"abstract":"","PeriodicalId":188068,"journal":{"name":"The Annals of Applied Statistics","volume":"14 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140087561","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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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