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Sankhya-Series B-Applied and Interdisciplinary Statistics最新文献

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Bayesian Latent Variable Model of Mixed Correlated Rank and Beta-Binomial Responses with Missing Data for the International Statistical Literacy Project Poster Competition 国际统计素养计划海报竞赛中缺失数据的混合相关秩和β -二项反应的贝叶斯潜变量模型
IF 0.8
Sankhya-Series B-Applied and Interdisciplinary Statistics Pub Date : 2023-03-27 DOI: 10.1007/s13571-023-00307-7
Maryam Aghayerashti, E. B. Samani, M. Ganjali
{"title":"Bayesian Latent Variable Model of Mixed Correlated Rank and Beta-Binomial Responses with Missing Data for the International Statistical Literacy Project Poster Competition","authors":"Maryam Aghayerashti, E. B. Samani, M. Ganjali","doi":"10.1007/s13571-023-00307-7","DOIUrl":"https://doi.org/10.1007/s13571-023-00307-7","url":null,"abstract":"","PeriodicalId":45608,"journal":{"name":"Sankhya-Series B-Applied and Interdisciplinary Statistics","volume":"85 1","pages":"210-250"},"PeriodicalIF":0.8,"publicationDate":"2023-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42001428","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
Joint Linear Modeling of Mixed Data and Its Application to Email Analysis 混合数据联合线性建模及其在电子邮件分析中的应用
IF 0.8
Sankhya-Series B-Applied and Interdisciplinary Statistics Pub Date : 2023-03-10 DOI: 10.1007/s13571-023-00304-w
E. B. Samani, E. Tabrizi
{"title":"Joint Linear Modeling of Mixed Data and Its Application to Email Analysis","authors":"E. B. Samani, E. Tabrizi","doi":"10.1007/s13571-023-00304-w","DOIUrl":"https://doi.org/10.1007/s13571-023-00304-w","url":null,"abstract":"","PeriodicalId":45608,"journal":{"name":"Sankhya-Series B-Applied and Interdisciplinary Statistics","volume":"85 1","pages":"175-209"},"PeriodicalIF":0.8,"publicationDate":"2023-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43586552","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: 1
Bayesian Inference Under Ramp Stress Accelerated Life Testing Using Stan 基于Stan的斜坡应力加速寿命试验的贝叶斯推理
IF 0.8
Sankhya-Series B-Applied and Interdisciplinary Statistics Pub Date : 2023-03-07 DOI: 10.1007/s13571-022-00300-6
Abdalla Abdel‐Ghaly, H. Aly, El-Sayed Abdel-Rahman
{"title":"Bayesian Inference Under Ramp Stress Accelerated Life Testing Using Stan","authors":"Abdalla Abdel‐Ghaly, H. Aly, El-Sayed Abdel-Rahman","doi":"10.1007/s13571-022-00300-6","DOIUrl":"https://doi.org/10.1007/s13571-022-00300-6","url":null,"abstract":"","PeriodicalId":45608,"journal":{"name":"Sankhya-Series B-Applied and Interdisciplinary Statistics","volume":"85 1","pages":"132-174"},"PeriodicalIF":0.8,"publicationDate":"2023-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47803258","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
Exploring A New Class of Inequality Measures and Associated Value Judgements: Gini and Fibonacci-Type Sequences 探索一类新的不平等测度和相关的价值判断:基尼和斐波那契型序列
IF 0.8
Sankhya-Series B-Applied and Interdisciplinary Statistics Pub Date : 2023-02-21 DOI: 10.1007/s13571-023-00302-y
J. Creedy, S. Subramanian
{"title":"Exploring A New Class of Inequality Measures and Associated Value Judgements: Gini and Fibonacci-Type Sequences","authors":"J. Creedy, S. Subramanian","doi":"10.1007/s13571-023-00302-y","DOIUrl":"https://doi.org/10.1007/s13571-023-00302-y","url":null,"abstract":"","PeriodicalId":45608,"journal":{"name":"Sankhya-Series B-Applied and Interdisciplinary Statistics","volume":"85 1","pages":"110-131"},"PeriodicalIF":0.8,"publicationDate":"2023-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43864369","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 Long Term Return Distribution and Nonparametric Market Risk Estimation 长期收益分配模型与非参数市场风险估计
IF 0.8
Sankhya-Series B-Applied and Interdisciplinary Statistics Pub Date : 2023-02-21 DOI: 10.1007/s13571-023-00303-x
S. Dutta, Tushar Kanti Powdel
{"title":"Modeling Long Term Return Distribution and Nonparametric Market Risk Estimation","authors":"S. Dutta, Tushar Kanti Powdel","doi":"10.1007/s13571-023-00303-x","DOIUrl":"https://doi.org/10.1007/s13571-023-00303-x","url":null,"abstract":"","PeriodicalId":45608,"journal":{"name":"Sankhya-Series B-Applied and Interdisciplinary Statistics","volume":"85 1","pages":"257-289"},"PeriodicalIF":0.8,"publicationDate":"2023-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49516175","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
Regression Trees and Ensemble for Multivariate Outcomes 多元结果的回归树和集合
IF 0.8
Sankhya-Series B-Applied and Interdisciplinary Statistics Pub Date : 2023-02-16 DOI: 10.1007/s13571-023-00301-z
Evan L. Reynolds, B. Callaghan, M. Gaies, Mousumi Banerjee
{"title":"Regression Trees and Ensemble for Multivariate Outcomes","authors":"Evan L. Reynolds, B. Callaghan, M. Gaies, Mousumi Banerjee","doi":"10.1007/s13571-023-00301-z","DOIUrl":"https://doi.org/10.1007/s13571-023-00301-z","url":null,"abstract":"","PeriodicalId":45608,"journal":{"name":"Sankhya-Series B-Applied and Interdisciplinary Statistics","volume":"85 1","pages":"77-109"},"PeriodicalIF":0.8,"publicationDate":"2023-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43457763","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
Generalized Double Sampling Family of Estimators for Population mean of Sensitive Variable Harnessing Non-sensitive Auxiliary Variable and Attribute 利用非敏感辅助变量和属性求敏感变量总体均值的广义双抽样估计族
IF 0.8
Sankhya-Series B-Applied and Interdisciplinary Statistics Pub Date : 2023-01-03 DOI: 10.1007/s13571-022-00299-w
S. K. Yadav, Tarushree Bari, G. Vishwakarma
{"title":"Generalized Double Sampling Family of Estimators for Population mean of Sensitive Variable Harnessing Non-sensitive Auxiliary Variable and Attribute","authors":"S. K. Yadav, Tarushree Bari, G. Vishwakarma","doi":"10.1007/s13571-022-00299-w","DOIUrl":"https://doi.org/10.1007/s13571-022-00299-w","url":null,"abstract":"","PeriodicalId":45608,"journal":{"name":"Sankhya-Series B-Applied and Interdisciplinary Statistics","volume":"85 1","pages":"54-76"},"PeriodicalIF":0.8,"publicationDate":"2023-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43314805","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: 1
Transfer Learning in Genome-Wide Association Studies with Knockoffs. 全基因组关联研究中的迁移学习
IF 0.7
Sankhya-Series B-Applied and Interdisciplinary Statistics Pub Date : 2022-11-15 DOI: 10.1007/s13571-022-00297-y
Shuangning Li, Zhimei Ren, Chiara Sabatti, Matteo Sesia
{"title":"Transfer Learning in Genome-Wide Association Studies with Knockoffs.","authors":"Shuangning Li, Zhimei Ren, Chiara Sabatti, Matteo Sesia","doi":"10.1007/s13571-022-00297-y","DOIUrl":"10.1007/s13571-022-00297-y","url":null,"abstract":"<p><p>This paper presents and compares alternative transfer learning methods that can increase the power of conditional testing via knockoffs by leveraging prior information in external data sets collected from different populations or measuring relatedoutcomes. The relevance of this methodology is explored in particular within the context of genome-wide association studies, where it can be helpful to address the pressing need for principled ways to suitably account for, and efficiently learn from the genetic variation associated to diverse ancestries. Finally, we apply these methods to analyze several phenotypes in the UK Biobank data set, demonstrating that transfer learning helps knockoffs discover more associations in the data collected from minority populations, potentially opening the way to the development of more accurate polygenic risk scores.</p>","PeriodicalId":45608,"journal":{"name":"Sankhya-Series B-Applied and Interdisciplinary Statistics","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12331138/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45656716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Wavelet-L_2E Stochastic Volatility Models: an Application to the Water-Energy Nexus 小波-L_2E随机波动模型在水-能关系中的应用
IF 0.8
Sankhya-Series B-Applied and Interdisciplinary Statistics Pub Date : 2022-08-08 DOI: 10.1007/s13571-022-00292-3
Kim C. Raath, K. Ensor
{"title":"Wavelet-L_2E Stochastic Volatility Models: an Application to the Water-Energy Nexus","authors":"Kim C. Raath, K. Ensor","doi":"10.1007/s13571-022-00292-3","DOIUrl":"https://doi.org/10.1007/s13571-022-00292-3","url":null,"abstract":"","PeriodicalId":45608,"journal":{"name":"Sankhya-Series B-Applied and Interdisciplinary Statistics","volume":"85 1","pages":"150-176"},"PeriodicalIF":0.8,"publicationDate":"2022-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45379062","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: 1
Modified Expected Shortfall: a Coherent Risk Measure for Elliptical Family of Distributions 修正的期望缺口：椭圆分布族的一致风险度量
IF 0.8
Sankhya-Series B-Applied and Interdisciplinary Statistics Pub Date : 2022-07-30 DOI: 10.1007/s13571-022-00294-1
Deepak K Jadhav, Ramanathan Thekke Variyam
{"title":"Modified Expected Shortfall: a Coherent Risk Measure for Elliptical Family of Distributions","authors":"Deepak K Jadhav, Ramanathan Thekke Variyam","doi":"10.1007/s13571-022-00294-1","DOIUrl":"https://doi.org/10.1007/s13571-022-00294-1","url":null,"abstract":"","PeriodicalId":45608,"journal":{"name":"Sankhya-Series B-Applied and Interdisciplinary Statistics","volume":"85 1","pages":"234-256"},"PeriodicalIF":0.8,"publicationDate":"2022-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45248304","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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