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Modern Data Visualization with R 现代数据可视化与R
IF 1.8 4区 数学
American Statistician Pub Date : 2025-04-03 DOI: 10.1080/00031305.2025.2459438
John M. Hoenig
{"title":"Modern Data Visualization with R","authors":"John M. Hoenig","doi":"10.1080/00031305.2025.2459438","DOIUrl":"https://doi.org/10.1080/00031305.2025.2459438","url":null,"abstract":"This book is available in hardcover and as downloadable chapters on the internet. The author states he wants “to provide you with the tools to both select and create graphs that present data as cle...","PeriodicalId":50801,"journal":{"name":"American Statistician","volume":"51 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2025-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143933232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 a Generalized Treatment Effect in a Control Group Versus Treatment Group Design 对照组与治疗组设计的一般治疗效果的估计
IF 1.8 4区 数学
American Statistician Pub Date : 2025-04-03 DOI: 10.1080/00031305.2024.2422933
Daniel R. Jeske
{"title":"Estimation of a Generalized Treatment Effect in a Control Group Versus Treatment Group Design","authors":"Daniel R. Jeske","doi":"10.1080/00031305.2024.2422933","DOIUrl":"https://doi.org/10.1080/00031305.2024.2422933","url":null,"abstract":"A control group versus treatment group design is considered where the responses in the treatment group are modeled as a two-component mixture model that accounts for the possibility that only a fraction of the patients in the treated group will respond to the treatment. In this setting, the treatment effect is generalized to include both the fraction of treated patients that respond to the treatment and the magnitude of the response. Two alternative correlated and biased estimators are combined to yield an estimator that is preferable to either one of the estimators individually. The combined estimator is demonstrated on an illustrative blood pressure dataset.","PeriodicalId":50801,"journal":{"name":"American Statistician","volume":"118 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2025-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143933337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Causal Inference with Complex Surveys: A Unified Perspective on Sample Selection and Exposure Selection 复杂调查的因果推论：样本选择和暴露选择的统一视角
IF 1.8 4区 数学
American Statistician Pub Date : 2024-11-05 DOI: 10.1080/00031305.2024.2423814
Giovanni Nattino, Robert Ashmead, Bo Lu
{"title":"Causal Inference with Complex Surveys: A Unified Perspective on Sample Selection and Exposure Selection","authors":"Giovanni Nattino, Robert Ashmead, Bo Lu","doi":"10.1080/00031305.2024.2423814","DOIUrl":"https://doi.org/10.1080/00031305.2024.2423814","url":null,"abstract":"Probability surveys are a major source of population representative data for policy research and program evaluation. However, the data come with the added complications of being observational and s...","PeriodicalId":50801,"journal":{"name":"American Statistician","volume":"42 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142588644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Cross-validatory Z-Residual for Diagnosing Shared Frailty Models 用于诊断共享虚弱模型的交叉验证性 Z-Residual模型
IF 1.8 4区 数学
American Statistician Pub Date : 2024-10-29 DOI: 10.1080/00031305.2024.2421370
Tingxuan Wu, Cindy Feng, Longhai Li
{"title":"Cross-validatory Z-Residual for Diagnosing Shared Frailty Models","authors":"Tingxuan Wu, Cindy Feng, Longhai Li","doi":"10.1080/00031305.2024.2421370","DOIUrl":"https://doi.org/10.1080/00031305.2024.2421370","url":null,"abstract":"Accurate model performance assessment in survival analysis is imperative for robust predictions and informed decision-making. Traditional residual diagnostic tools like martingale and deviance resi...","PeriodicalId":50801,"journal":{"name":"American Statistician","volume":"45 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142588642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Performance Analysis of NSUM Estimators in Social-Network Topologies 社交网络拓扑中 NSUM 估算器的性能分析
IF 1.8 4区 数学
American Statistician Pub Date : 2024-10-29 DOI: 10.1080/00031305.2024.2421361
Sergio Díaz-Aranda, Jose Aguilar, Juan Marcos Ramírez, David Rabanedo, Antonio Fernández Anta, Rosa E. Lillo
{"title":"Performance Analysis of NSUM Estimators in Social-Network Topologies","authors":"Sergio Díaz-Aranda, Jose Aguilar, Juan Marcos Ramírez, David Rabanedo, Antonio Fernández Anta, Rosa E. Lillo","doi":"10.1080/00031305.2024.2421361","DOIUrl":"https://doi.org/10.1080/00031305.2024.2421361","url":null,"abstract":"The Network Scale-up Methods (NSUM) are methods to estimate unknown populations based on indirect surveys in which the participants provide information about aggregated data of their acquaintances....","PeriodicalId":50801,"journal":{"name":"American Statistician","volume":"8 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142588641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
A Pareto tail plot without moment restrictions 无矩限制的帕累托尾部图
IF 1.8 4区 数学
American Statistician Pub Date : 2024-10-15 DOI: 10.1080/00031305.2024.2413081
Bernhard Klar
{"title":"A Pareto tail plot without moment restrictions","authors":"Bernhard Klar","doi":"10.1080/00031305.2024.2413081","DOIUrl":"https://doi.org/10.1080/00031305.2024.2413081","url":null,"abstract":"We propose a mean functional that exists for arbitrary probability distributions and characterizes the Pareto distribution within the set of distributions with finite left endpoint. This is in shar...","PeriodicalId":50801,"journal":{"name":"American Statistician","volume":"1 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142490347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Sparse-group boosting: Unbiased group and variable selection 稀疏分组提升：无偏群组和变量选择
IF 1.8 4区 数学
American Statistician Pub Date : 2024-10-07 DOI: 10.1080/00031305.2024.2408007
Fabian Obster, Christian Heumann
{"title":"Sparse-group boosting: Unbiased group and variable selection","authors":"Fabian Obster, Christian Heumann","doi":"10.1080/00031305.2024.2408007","DOIUrl":"https://doi.org/10.1080/00031305.2024.2408007","url":null,"abstract":"For grouped covariates, we propose a framework for boosting that allows for sparsity within and between groups. By using component-wise and group-wise gradient ridge boosting simultaneously with ad...","PeriodicalId":50801,"journal":{"name":"American Statistician","volume":"6 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142384284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Additive Hazards Regression Analysis of Massive Interval-Censored Data via Data Splitting 通过数据分割对海量区间删失数据进行加性危险回归分析
IF 1.8 4区 数学
American Statistician Pub Date : 2024-09-25 DOI: 10.1080/00031305.2024.2407495
Peiyao Huang, Shuwei Li, Xinyuan Song
{"title":"Additive Hazards Regression Analysis of Massive Interval-Censored Data via Data Splitting","authors":"Peiyao Huang, Shuwei Li, Xinyuan Song","doi":"10.1080/00031305.2024.2407495","DOIUrl":"https://doi.org/10.1080/00031305.2024.2407495","url":null,"abstract":"With the rapid development of data acquisition and storage space, massive data sets exhibited with large sample size emerge increasingly and make more advanced statistical tools urgently need. To a...","PeriodicalId":50801,"journal":{"name":"American Statistician","volume":"29 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142321120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
An effective and small sample-size valid confidence interval for isotonic dose-response curves by inverting a partial likelihood ratio test 通过倒置部分似然比检验为等效剂量-反应曲线建立有效且小样本量的可信区间
IF 1.8 4区 数学
American Statistician Pub Date : 2024-09-19 DOI: 10.1080/00031305.2024.2407478
J. G. Liao
{"title":"An effective and small sample-size valid confidence interval for isotonic dose-response curves by inverting a partial likelihood ratio test","authors":"J. G. Liao","doi":"10.1080/00031305.2024.2407478","DOIUrl":"https://doi.org/10.1080/00031305.2024.2407478","url":null,"abstract":"A dose-response curve is essential for determining the safe dosage of a drug and is widely used in bioassay and in phase 1 clinical trials. It is generally accepted that the probability of death or...","PeriodicalId":50801,"journal":{"name":"American Statistician","volume":"9 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142245223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Selecting the best compositions of a wheelchair basketball team: a data-driven approach 选择轮椅篮球队的最佳组合：一种数据驱动方法
IF 1.8 4区 数学
American Statistician Pub Date : 2024-09-11 DOI: 10.1080/00031305.2024.2402246
Gabriel Calvo, Carmen Armero, Bernd Grimm, Christophe Ley
{"title":"Selecting the best compositions of a wheelchair basketball team: a data-driven approach","authors":"Gabriel Calvo, Carmen Armero, Bernd Grimm, Christophe Ley","doi":"10.1080/00031305.2024.2402246","DOIUrl":"https://doi.org/10.1080/00031305.2024.2402246","url":null,"abstract":"Wheelchair basketball, regulated by the International Wheelchair Basketball Federation, is a sport designed for individuals with physical disabilities. This paper presents a data-driven tool that e...","PeriodicalId":50801,"journal":{"name":"American Statistician","volume":"17 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142313702","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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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