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Journal of the Royal Statistical Society Series B: Statistical Methodology最新文献

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M.N.M. van Lieshout and C. Lu's contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’ M.N.M. van Lieshout 和 C. Lu 为 "机器学习的概率和统计方面讨论会议 "的讨论所做的贡献
Journal of the Royal Statistical Society Series B: Statistical Methodology Pub Date : 2024-01-07 DOI: 10.1093/jrsssb/qkad150
M. N. M. van Lieshout, C. Lu
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引用次数: 0
Ayla Jungbluth and Johannes Lederer's contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and Statistical Aspects of Machine Learning’ Ayla Jungbluth 和 Johannes Lederer 对 "机器学习的概率和统计方面讨论会议 "的贡献
Journal of the Royal Statistical Society Series B: Statistical Methodology Pub Date : 2024-01-07 DOI: 10.1093/jrsssb/qkad154
Ayla Jungbluth, Johannes Lederer
{"title":"Ayla Jungbluth and Johannes Lederer's contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and Statistical Aspects of Machine Learning’","authors":"Ayla Jungbluth, Johannes Lederer","doi":"10.1093/jrsssb/qkad154","DOIUrl":"https://doi.org/10.1093/jrsssb/qkad154","url":null,"abstract":"","PeriodicalId":506057,"journal":{"name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","volume":"66 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139449030","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
Policy evaluation for temporal and/or spatial dependent experiments 时空相关实验的政策评估
Journal of the Royal Statistical Society Series B: Statistical Methodology Pub Date : 2024-01-05 DOI: 10.1093/jrsssb/qkad136
Shikai Luo, Ying Yang, Chengchun Shi, Fang Yao, Jieping Ye, Hongtu Zhu
{"title":"Policy evaluation for temporal and/or spatial dependent experiments","authors":"Shikai Luo, Ying Yang, Chengchun Shi, Fang Yao, Jieping Ye, Hongtu Zhu","doi":"10.1093/jrsssb/qkad136","DOIUrl":"https://doi.org/10.1093/jrsssb/qkad136","url":null,"abstract":"\u0000 The aim of this article is to establish a causal link between the policies implemented by technology companies and the outcomes they yield within intricate temporal and/or spatial dependent experiments. We propose a novel temporal/spatio-temporal Varying Coefficient Decision Process model, capable of effectively capturing the evolving treatment effects in situations characterized by temporal and/or spatial dependence. Our methodology encompasses the decomposition of the average treatment effect into the direct effect (DE) and the indirect effect (IE). We subsequently devise comprehensive procedures for estimating and making inferences about both DE and IE. Additionally, we provide a rigorous analysis of the statistical properties of these procedures, such as asymptotic power. To substantiate the effectiveness of our approach, we carry out extensive simulations and real data analyses.","PeriodicalId":506057,"journal":{"name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","volume":"47 23","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139384295","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
James Jackson’s Contribution to the Discussion of ‘The Discussion Meeting on Probabilistic and Statistical Aspects of Machine Learning’ 詹姆斯-杰克逊对 "机器学习的概率和统计方面讨论会议 "讨论的贡献
Journal of the Royal Statistical Society Series B: Statistical Methodology Pub Date : 2024-01-05 DOI: 10.1093/jrsssb/qkad157
James Jackson
{"title":"James Jackson’s Contribution to the Discussion of ‘The Discussion Meeting on Probabilistic and Statistical Aspects of Machine Learning’","authors":"James Jackson","doi":"10.1093/jrsssb/qkad157","DOIUrl":"https://doi.org/10.1093/jrsssb/qkad157","url":null,"abstract":"","PeriodicalId":506057,"journal":{"name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","volume":"7 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139381316","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
Seconder of the vote of thanks and contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’ 机器学习的概率和统计方面 "讨论会议的致谢和发言答辩人
Journal of the Royal Statistical Society Series B: Statistical Methodology Pub Date : 2024-01-02 DOI: 10.1093/jrsssb/qkad162
Christopher Nemeth
{"title":"Seconder of the vote of thanks and contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’","authors":"Christopher Nemeth","doi":"10.1093/jrsssb/qkad162","DOIUrl":"https://doi.org/10.1093/jrsssb/qkad162","url":null,"abstract":"","PeriodicalId":506057,"journal":{"name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","volume":"132 17","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139453308","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
Ivor Cribben and Anastasiou Andreas's contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’ Ivor Cribben 和 Anastasiou Andreas 为 "机器学习的概率和统计方面讨论会议 "的讨论所做的贡献
Journal of the Royal Statistical Society Series B: Statistical Methodology Pub Date : 2023-12-29 DOI: 10.1093/jrsssb/qkad149
Andreas Anastasiou, Ivor Cribben
{"title":"Ivor Cribben and Anastasiou Andreas's contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’","authors":"Andreas Anastasiou, Ivor Cribben","doi":"10.1093/jrsssb/qkad149","DOIUrl":"https://doi.org/10.1093/jrsssb/qkad149","url":null,"abstract":"","PeriodicalId":506057,"journal":{"name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","volume":"61 S279","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139146532","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
Hernando Ombao’s contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’ Hernando Ombao 对 "机器学习的概率和统计方面讨论会议 "的贡献
Journal of the Royal Statistical Society Series B: Statistical Methodology Pub Date : 2023-12-28 DOI: 10.1093/jrsssb/qkad159
H. Ombao
{"title":"Hernando Ombao’s contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’","authors":"H. Ombao","doi":"10.1093/jrsssb/qkad159","DOIUrl":"https://doi.org/10.1093/jrsssb/qkad159","url":null,"abstract":"","PeriodicalId":506057,"journal":{"name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","volume":"238 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139152806","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
Yingnian Wu and Weng Kee Wong’s contribution to the Discussion of ’the Discussion Meeting on Probabilistic and statistical aspects of machine learning’ Yingnian Wu 和 Weng Kee Wong 对 "机器学习的概率和统计方面的讨论会议 "的贡献
Journal of the Royal Statistical Society Series B: Statistical Methodology Pub Date : 2023-12-28 DOI: 10.1093/jrsssb/qkad163
Yingnian Wu, Weng Kee Wong
{"title":"Yingnian Wu and Weng Kee Wong’s contribution to the Discussion of ’the Discussion Meeting on Probabilistic and statistical aspects of machine learning’","authors":"Yingnian Wu, Weng Kee Wong","doi":"10.1093/jrsssb/qkad163","DOIUrl":"https://doi.org/10.1093/jrsssb/qkad163","url":null,"abstract":"","PeriodicalId":506057,"journal":{"name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","volume":"333 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139149096","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
Yudong Chen and Yining Chen's contribution to the Discussion of “the Discussion Meeting on Probabilistic and statistical aspects of machine learning” 陈玉东和陈怡宁对 "机器学习的概率和统计方面的讨论会议 "的贡献
Journal of the Royal Statistical Society Series B: Statistical Methodology Pub Date : 2023-12-27 DOI: 10.1093/jrsssb/qkad145
Yudong Chen, Yining Chen
{"title":"Yudong Chen and Yining Chen's contribution to the Discussion of “the Discussion Meeting on Probabilistic and statistical aspects of machine learning”","authors":"Yudong Chen, Yining Chen","doi":"10.1093/jrsssb/qkad145","DOIUrl":"https://doi.org/10.1093/jrsssb/qkad145","url":null,"abstract":"","PeriodicalId":506057,"journal":{"name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","volume":"54 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139154588","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
Frederic Schoenberg and Weng Kee Wong's contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’ Frederic Schoenberg 和 Weng Kee Wong 为 "机器学习的概率和统计方面讨论会议 "的讨论所做的贡献
Journal of the Royal Statistical Society Series B: Statistical Methodology Pub Date : 2023-12-22 DOI: 10.1093/jrsssb/qkad158
Frederic Schoenberg, Weng Kee Wong
{"title":"Frederic Schoenberg and Weng Kee Wong's contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’","authors":"Frederic Schoenberg, Weng Kee Wong","doi":"10.1093/jrsssb/qkad158","DOIUrl":"https://doi.org/10.1093/jrsssb/qkad158","url":null,"abstract":"","PeriodicalId":506057,"journal":{"name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","volume":"209 S647","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139165621","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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