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Journal of the Royal Statistical Society Series C-Applied Statistics最新文献

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Assessing present and future risk of water damage using. Response to Comments 评估当前和未来的水损害风险。评论回复
IF 1.6 4区 数学
Journal of the Royal Statistical Society Series C-Applied Statistics Pub Date : 2023-08-16 DOI: 10.1093/jrsssc/qlad067
Claudio Heinrich‐Mertsching, J. C. Wahl, A. Ordoñez, M. Stien, John Elvsborg, O. Haug, T. Thorarinsdottir
{"title":"Assessing present and future risk of water damage using. Response to Comments","authors":"Claudio Heinrich‐Mertsching, J. C. Wahl, A. Ordoñez, M. Stien, John Elvsborg, O. Haug, T. Thorarinsdottir","doi":"10.1093/jrsssc/qlad067","DOIUrl":"https://doi.org/10.1093/jrsssc/qlad067","url":null,"abstract":"","PeriodicalId":49981,"journal":{"name":"Journal of the Royal Statistical Society Series C-Applied Statistics","volume":"26 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83202519","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
Ankur Dutta’s contribution to the Discussion of “The First Discussion Meeting on Statistical aspects of climate change” Ankur Dutta对“气候变化统计方面的第一次讨论会议”讨论的贡献
IF 1.6 4区 数学
Journal of the Royal Statistical Society Series C-Applied Statistics Pub Date : 2023-08-16 DOI: 10.1093/jrsssc/qlad052
Ankur Dutta
{"title":"Ankur Dutta’s contribution to the Discussion of “The First Discussion Meeting on Statistical aspects of climate change”","authors":"Ankur Dutta","doi":"10.1093/jrsssc/qlad052","DOIUrl":"https://doi.org/10.1093/jrsssc/qlad052","url":null,"abstract":"","PeriodicalId":49981,"journal":{"name":"Journal of the Royal Statistical Society Series C-Applied Statistics","volume":"7 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82465798","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
Estimating a brain network predictive of stress and genotype with supervised autoencoders. 用监督自编码器估计预测压力和基因型的脑网络。
IF 1.6 4区 数学
Journal of the Royal Statistical Society Series C-Applied Statistics Pub Date : 2023-08-01 DOI: 10.1093/jrsssc/qlad035
Austin Talbot, David Dunson, Kafui Dzirasa, David Carlson
{"title":"Estimating a brain network predictive of stress and genotype with supervised autoencoders.","authors":"Austin Talbot,&nbsp;David Dunson,&nbsp;Kafui Dzirasa,&nbsp;David Carlson","doi":"10.1093/jrsssc/qlad035","DOIUrl":"https://doi.org/10.1093/jrsssc/qlad035","url":null,"abstract":"<p><p>Targeted brain stimulation has the potential to treat mental illnesses. We develop an approach to help design protocols by identifying relevant multi-region electrical dynamics. Our approach models these dynamics as a superposition of latent networks, where the latent variables predict a relevant outcome. We use supervised autoencoders (SAEs) to improve predictive performance in this context, describe the conditions where SAEs improve predictions, and provide modelling constraints to ensure biological relevance. We experimentally validate our approach by finding a network associated with stress that aligns with a previous stimulation protocol and characterizing a genotype associated with bipolar disorder.</p>","PeriodicalId":49981,"journal":{"name":"Journal of the Royal Statistical Society Series C-Applied Statistics","volume":"72 4","pages":"912-936"},"PeriodicalIF":1.6,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10474874/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10163295","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Proposer of the vote of thanks to Narayanan, Kosmidis and Dellaportas and contribution to the Discussion of “Flexible marked spatio-temporal point processes with applications to event sequences from association football” 向Narayanan, Kosmidis和Dellaportas表示感谢，并对“灵活标记时空点过程在足协足球事件序列中的应用”的讨论作出贡献
IF 1.6 4区 数学
Journal of the Royal Statistical Society Series C-Applied Statistics Pub Date : 2023-07-28 DOI: 10.1093/jrsssc/qlad071
D. Karlis
{"title":"Proposer of the vote of thanks to Narayanan, Kosmidis and Dellaportas and contribution to the Discussion of “Flexible marked spatio-temporal point processes with applications to event sequences from association football”","authors":"D. Karlis","doi":"10.1093/jrsssc/qlad071","DOIUrl":"https://doi.org/10.1093/jrsssc/qlad071","url":null,"abstract":"","PeriodicalId":49981,"journal":{"name":"Journal of the Royal Statistical Society Series C-Applied Statistics","volume":"413 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74125391","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
Ron Yurko and Rebecca Nugent’s contribution to the Discussion of “Flexible marked spatio-temporal point processes with applications to event sequences from association football” by Narayanan, Kosmidis and Dellaportas Ron Yurko和Rebecca Nugent对Narayanan、Kosmidis和delaportas关于“灵活的标记时空点过程与足协足球事件序列的应用”的讨论的贡献
IF 1.6 4区 数学
Journal of the Royal Statistical Society Series C-Applied Statistics Pub Date : 2023-07-27 DOI: 10.1093/jrsssc/qlad069
Ronald Yurko, Rebecca Nugent
{"title":"Ron Yurko and Rebecca Nugent’s contribution to the Discussion of “Flexible marked spatio-temporal point processes with applications to event sequences from association football” by Narayanan, Kosmidis and Dellaportas","authors":"Ronald Yurko, Rebecca Nugent","doi":"10.1093/jrsssc/qlad069","DOIUrl":"https://doi.org/10.1093/jrsssc/qlad069","url":null,"abstract":"","PeriodicalId":49981,"journal":{"name":"Journal of the Royal Statistical Society Series C-Applied Statistics","volume":"32 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76269443","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
Seconder of the vote of thanks to Narayanan, Kosmidis and Dellaportas and contribution to the Discussion of “Flexible marked spatio-temporal point processes with applications to event sequences from association football” 其次，感谢Narayanan, Kosmidis和delaportas对“灵活的标记时空点过程及其在足协足球事件序列中的应用”的讨论所做的贡献
IF 1.6 4区 数学
Journal of the Royal Statistical Society Series C-Applied Statistics Pub Date : 2023-07-27 DOI: 10.1093/jrsssc/qlad072
Leonardo Egidi
{"title":"Seconder of the vote of thanks to Narayanan, Kosmidis and Dellaportas and contribution to the Discussion of “Flexible marked spatio-temporal point processes with applications to event sequences from association football”","authors":"Leonardo Egidi","doi":"10.1093/jrsssc/qlad072","DOIUrl":"https://doi.org/10.1093/jrsssc/qlad072","url":null,"abstract":"","PeriodicalId":49981,"journal":{"name":"Journal of the Royal Statistical Society Series C-Applied Statistics","volume":"37 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74107240","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
Paul Smith’s contribution to the Discussion of “Flexible marked spatio-temporal point processes with applications to event sequences from association football” by Narayanan, Kosmidis and Dellaportas Paul Smith对Narayanan, Kosmidis和delaportas关于“灵活的标记时空点过程在足协足球事件序列中的应用”的讨论的贡献
IF 1.6 4区 数学
Journal of the Royal Statistical Society Series C-Applied Statistics Pub Date : 2023-07-26 DOI: 10.1093/jrsssc/qlad070
Paul A. Smith
{"title":"Paul Smith’s contribution to the Discussion of “Flexible marked spatio-temporal point processes with applications to event sequences from association football” by Narayanan, Kosmidis and Dellaportas","authors":"Paul A. Smith","doi":"10.1093/jrsssc/qlad070","DOIUrl":"https://doi.org/10.1093/jrsssc/qlad070","url":null,"abstract":"","PeriodicalId":49981,"journal":{"name":"Journal of the Royal Statistical Society Series C-Applied Statistics","volume":"1 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81334409","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
Jorge Mateu’s contribution to the Discussion of ‘Flexible marked spatio-temporal point processes with applications to event sequences from association football’ by Narayanan, Kosmidis and Dellaportas Jorge Mateu对Narayanan, Kosmidis和delaportas对“灵活的标记时空点过程与足协足球事件序列的应用”的讨论的贡献
IF 1.6 4区 数学
Journal of the Royal Statistical Society Series C-Applied Statistics Pub Date : 2023-07-26 DOI: 10.1093/jrsssc/qlad073
J. Mateu
{"title":"Jorge Mateu’s contribution to the Discussion of ‘Flexible marked spatio-temporal point processes with applications to event sequences from association football’ by Narayanan, Kosmidis and Dellaportas","authors":"J. Mateu","doi":"10.1093/jrsssc/qlad073","DOIUrl":"https://doi.org/10.1093/jrsssc/qlad073","url":null,"abstract":"","PeriodicalId":49981,"journal":{"name":"Journal of the Royal Statistical Society Series C-Applied Statistics","volume":"40 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85694113","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
Mattia Stival and Lorenzo Schiavon’s contribution to the Discussion of “Flexible marked spatio-temporal point processes with applications to event sequences from association football” by Narayanan, Kosmidis and Dellaportas Mattia Stival和Lorenzo Schiavon对Narayanan、Kosmidis和delaportas关于“灵活的标记时空点过程及其在足协足球事件序列中的应用”的讨论的贡献
IF 1.6 4区 数学
Journal of the Royal Statistical Society Series C-Applied Statistics Pub Date : 2023-07-26 DOI: 10.1093/jrsssc/qlad068
M. Stival, Lorenzo Schiavon
{"title":"Mattia Stival and Lorenzo Schiavon’s contribution to the Discussion of “Flexible marked spatio-temporal point processes with applications to event sequences from association football” by Narayanan, Kosmidis and Dellaportas","authors":"M. Stival, Lorenzo Schiavon","doi":"10.1093/jrsssc/qlad068","DOIUrl":"https://doi.org/10.1093/jrsssc/qlad068","url":null,"abstract":"","PeriodicalId":49981,"journal":{"name":"Journal of the Royal Statistical Society Series C-Applied Statistics","volume":"19 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75628376","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
Estimating the information content of genetic sequence data 基因序列数据信息量的估计
IF 1.6 4区 数学
Journal of the Royal Statistical Society Series C-Applied Statistics Pub Date : 2023-07-25 DOI: 10.1093/jrsssc/qlad062
Steinar Thorvaldsen, O. Hössjer
{"title":"Estimating the information content of genetic sequence data","authors":"Steinar Thorvaldsen, O. Hössjer","doi":"10.1093/jrsssc/qlad062","DOIUrl":"https://doi.org/10.1093/jrsssc/qlad062","url":null,"abstract":"\u0000 A prominent problem in analysing genetic information has been a lack of mathematical frameworks for doing so. This article offers some new statistical methods to model and analyse information content in proteins, protein families, and their sequences. We discuss how to understand the qualitative aspects of genetic information, how to estimate the quantitative aspects of it, and implement a statistical model where the qualitative genetic function is represented jointly with its probabilistic metric of self-information. The functional information of protein families in the Cath and Pfam databases are estimated using a method inspired by rejection sampling. Scientific work may place these components of information as one of the fundamental aspects of molecular biology.","PeriodicalId":49981,"journal":{"name":"Journal of the Royal Statistical Society Series C-Applied Statistics","volume":"69 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81375405","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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