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Sankhya-Series A-Mathematical Statistics and Probability最新文献

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Complete and Complete f -Moment Convergence for Arrays of Rowwise END Random Variables and Some Applications 行END随机变量阵列的完全和完全f矩收敛及其应用
IF 0.7
Sankhya-Series A-Mathematical Statistics and Probability Pub Date : 2022-07-12 DOI: 10.1007/s13171-022-00289-0
Jingming Zhou, J. Yan, Fei Du
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引用次数: 2
On some Bivariate Semi Parametric Families of Distributions with a Singular Component 关于一些具有奇异分量的二元半参数分布族
IF 0.7
Sankhya-Series A-Mathematical Statistics and Probability Pub Date : 2022-06-30 DOI: 10.1007/s13171-022-00288-1
H. Muhammed
{"title":"On some Bivariate Semi Parametric Families of Distributions with a Singular Component","authors":"H. Muhammed","doi":"10.1007/s13171-022-00288-1","DOIUrl":"https://doi.org/10.1007/s13171-022-00288-1","url":null,"abstract":"","PeriodicalId":46728,"journal":{"name":"Sankhya-Series A-Mathematical Statistics and Probability","volume":"1 1","pages":"1-47"},"PeriodicalIF":0.7,"publicationDate":"2022-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45892349","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
Covariate-Adjusted Inference for Differential Analysis of High-Dimensional Networks. 高维网络差分分析的协变量调整推理。
IF 0.5
Sankhya-Series A-Mathematical Statistics and Probability Pub Date : 2022-06-01 Epub Date: 2021-07-31 DOI: 10.1007/s13171-021-00252-5
Aaron Hudson, Ali Shojaie
{"title":"Covariate-Adjusted Inference for Differential Analysis of High-Dimensional Networks.","authors":"Aaron Hudson, Ali Shojaie","doi":"10.1007/s13171-021-00252-5","DOIUrl":"10.1007/s13171-021-00252-5","url":null,"abstract":"<p><p>Differences between biological networks corresponding to disease conditions can help delineate the underlying disease mechanisms. Existing methods for differential network analysis do not account for dependence of networks on covariates. As a result, these approaches may detect spurious differential connections induced by the effect of the covariates on both the disease condition and the network. To address this issue, we propose a general covariate-adjusted test for differential network analysis. Our method assesses differential network connectivity by testing the null hypothesis that the network is the same for individuals who have identical covariates and only differ in disease status. We show empirically in a simulation study that the covariate-adjusted test exhibits improved type-I error control compared with naïve hypothesis testing procedures that do not account for covariates. We additionally show that there are settings in which our proposed methodology provides improved power to detect differential connections. We illustrate our method by applying it to detect differences in breast cancer gene co-expression networks by subtype.</p>","PeriodicalId":46728,"journal":{"name":"Sankhya-Series A-Mathematical Statistics and Probability","volume":"84 1","pages":"345-388"},"PeriodicalIF":0.5,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13221208/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52730336","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
Estimation of the Parameters in an Expanding Dynamic Network Model 扩展动态网络模型中参数的估计
IF 0.7
Sankhya-Series A-Mathematical Statistics and Probability Pub Date : 2022-06-01 DOI: 10.1007/s13171-021-00258-z
Wei Zhao, S. Lahiri
{"title":"Estimation of the Parameters in an Expanding Dynamic Network Model","authors":"Wei Zhao, S. Lahiri","doi":"10.1007/s13171-021-00258-z","DOIUrl":"https://doi.org/10.1007/s13171-021-00258-z","url":null,"abstract":"","PeriodicalId":46728,"journal":{"name":"Sankhya-Series A-Mathematical Statistics and Probability","volume":"109 1","pages":"261-282"},"PeriodicalIF":0.7,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52730360","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
Estimation Parameters for the Continuous q-Distributions 连续q分布的估计参数
IF 0.7
Sankhya-Series A-Mathematical Statistics and Probability Pub Date : 2022-05-11 DOI: 10.1007/s13171-022-00284-5
Bouzida Imed, Zitouni Mouna
{"title":"Estimation Parameters for the Continuous q-Distributions","authors":"Bouzida Imed, Zitouni Mouna","doi":"10.1007/s13171-022-00284-5","DOIUrl":"https://doi.org/10.1007/s13171-022-00284-5","url":null,"abstract":"","PeriodicalId":46728,"journal":{"name":"Sankhya-Series A-Mathematical Statistics and Probability","volume":"85 1","pages":"948-979"},"PeriodicalIF":0.7,"publicationDate":"2022-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43035488","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
Jeffreys Prior for Negative Binomial and Zero Inflated Negative Binomial Distributions 负二项和零膨胀负二项分布的Jeffreys先验
IF 0.7
Sankhya-Series A-Mathematical Statistics and Probability Pub Date : 2022-05-10 DOI: 10.1007/s13171-022-00286-3
A. Maity, Erina Paul
{"title":"Jeffreys Prior for Negative Binomial and Zero Inflated Negative Binomial Distributions","authors":"A. Maity, Erina Paul","doi":"10.1007/s13171-022-00286-3","DOIUrl":"https://doi.org/10.1007/s13171-022-00286-3","url":null,"abstract":"","PeriodicalId":46728,"journal":{"name":"Sankhya-Series A-Mathematical Statistics and Probability","volume":"85 1","pages":"999-1013"},"PeriodicalIF":0.7,"publicationDate":"2022-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41524789","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
Cluster Correlations and Complexity in Binary Regression Analysis Using Two-stage Cluster Samples 两阶段聚类样本二元回归分析中的聚类相关性和复杂性
IF 0.7
Sankhya-Series A-Mathematical Statistics and Probability Pub Date : 2022-05-02 DOI: 10.1007/s13171-022-00281-8
B. Sutradhar
{"title":"Cluster Correlations and Complexity in Binary Regression Analysis Using Two-stage Cluster Samples","authors":"B. Sutradhar","doi":"10.1007/s13171-022-00281-8","DOIUrl":"https://doi.org/10.1007/s13171-022-00281-8","url":null,"abstract":"","PeriodicalId":46728,"journal":{"name":"Sankhya-Series A-Mathematical Statistics and Probability","volume":"85 1","pages":"829-884"},"PeriodicalIF":0.7,"publicationDate":"2022-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45956379","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
Permutation Tests Using Arbitrary Permutation Distributions 使用任意排列分布的排列测试
IF 0.7
Sankhya-Series A-Mathematical Statistics and Probability Pub Date : 2022-04-28 DOI: 10.1007/s13171-023-00308-8
Aaditya Ramdas, R. Barber, E. Candès, R. Tibshirani
{"title":"Permutation Tests Using Arbitrary Permutation Distributions","authors":"Aaditya Ramdas, R. Barber, E. Candès, R. Tibshirani","doi":"10.1007/s13171-023-00308-8","DOIUrl":"https://doi.org/10.1007/s13171-023-00308-8","url":null,"abstract":"","PeriodicalId":46728,"journal":{"name":"Sankhya-Series A-Mathematical Statistics and Probability","volume":"85 1","pages":"1156 - 1177"},"PeriodicalIF":0.7,"publicationDate":"2022-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47458457","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: 7
A Robust Bayesian Analysis of Variable Selection under Prior Ignorance 先验无知下变量选择的鲁棒贝叶斯分析
IF 0.7
Sankhya-Series A-Mathematical Statistics and Probability Pub Date : 2022-04-28 DOI: 10.1007/s13171-022-00287-2
Tathagata Basu, Matthias C. M. Troffaes, J. Einbeck
{"title":"A Robust Bayesian Analysis of Variable Selection under Prior Ignorance","authors":"Tathagata Basu, Matthias C. M. Troffaes, J. Einbeck","doi":"10.1007/s13171-022-00287-2","DOIUrl":"https://doi.org/10.1007/s13171-022-00287-2","url":null,"abstract":"","PeriodicalId":46728,"journal":{"name":"Sankhya-Series A-Mathematical Statistics and Probability","volume":"85 1","pages":"1014-1057"},"PeriodicalIF":0.7,"publicationDate":"2022-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45053004","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
Maximum Likelihood Estimation in Single Server Queues 单服务器队列中的最大似然估计
IF 0.7
Sankhya-Series A-Mathematical Statistics and Probability Pub Date : 2022-04-27 DOI: 10.1007/s13171-022-00283-6
S. Singh
{"title":"Maximum Likelihood Estimation in Single Server Queues","authors":"S. Singh","doi":"10.1007/s13171-022-00283-6","DOIUrl":"https://doi.org/10.1007/s13171-022-00283-6","url":null,"abstract":"","PeriodicalId":46728,"journal":{"name":"Sankhya-Series A-Mathematical Statistics and Probability","volume":"85 1","pages":"931-947"},"PeriodicalIF":0.7,"publicationDate":"2022-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43788039","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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