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Communications for Statistical Applications and Methods最新文献

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Modeling clustered count data with discrete weibull regression model 离散威布尔回归模型对聚类计数数据进行建模
IF 0.4
Communications for Statistical Applications and Methods Pub Date : 2022-07-31 DOI: 10.29220/csam.2022.29.4.413
Hanna Yoo
{"title":"Modeling clustered count data with discrete weibull regression model","authors":"Hanna Yoo","doi":"10.29220/csam.2022.29.4.413","DOIUrl":"https://doi.org/10.29220/csam.2022.29.4.413","url":null,"abstract":"","PeriodicalId":44931,"journal":{"name":"Communications for Statistical Applications and Methods","volume":" ","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44123650","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
Extension of the Mantel-Haenszel test to bivariate interval censored data Mantel-Haenszel检验在二元区间截尾数据中的推广
IF 0.4
Communications for Statistical Applications and Methods Pub Date : 2022-07-31 DOI: 10.29220/csam.2022.29.4.403
Dong-Hyun Leea, Yang-jin Kim
{"title":"Extension of the Mantel-Haenszel test to bivariate interval censored data","authors":"Dong-Hyun Leea, Yang-jin Kim","doi":"10.29220/csam.2022.29.4.403","DOIUrl":"https://doi.org/10.29220/csam.2022.29.4.403","url":null,"abstract":"","PeriodicalId":44931,"journal":{"name":"Communications for Statistical Applications and Methods","volume":" ","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43279607","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
A guideline for the statistical analysis of compositional data in immunology. 免疫学成分数据统计分析指南
IF 0.5
Communications for Statistical Applications and Methods Pub Date : 2022-07-01 Epub Date: 2022-07-31 DOI: 10.29220/csam.2022.29.4.453
Jinkyung Yoo, Zequn Sun, Michael Greenacre, Qin Ma, Dongjun Chung, Young Min Kim
{"title":"A guideline for the statistical analysis of compositional data in immunology.","authors":"Jinkyung Yoo, Zequn Sun, Michael Greenacre, Qin Ma, Dongjun Chung, Young Min Kim","doi":"10.29220/csam.2022.29.4.453","DOIUrl":"10.29220/csam.2022.29.4.453","url":null,"abstract":"<p><p>The study of immune cellular composition has been of great scientific interest in immunology because of the generation of multiple large-scale data. From the statistical point of view, such immune cellular data should be treated as compositional. In compositional data, each element is positive, and all the elements sum to a constant, which can be set to one in general. Standard statistical methods are not directly applicable for the analysis of compositional data because they do not appropriately handle correlations between the compositional elements. In this paper, we review statistical methods for compositional data analysis and illustrate them in the context of immunology. Specifically, we focus on regression analyses using log-ratio transformations and the alternative approach using Dirichlet regression analysis, discuss their theoretical foundations, and illustrate their applications with immune cellular fraction data generated from colorectal cancer patients.</p>","PeriodicalId":44931,"journal":{"name":"Communications for Statistical Applications and Methods","volume":" ","pages":"453-469"},"PeriodicalIF":0.5,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12176406/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49479326","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
The skew-t censored regression model: parameter estimation via an EM-type algorithm 偏t截尾回归模型：基于EM型算法的参数估计
IF 0.4
Communications for Statistical Applications and Methods Pub Date : 2022-05-31 DOI: 10.29220/csam.2022.29.3.333
V. H. Lachos, J. Bazán, L. M. Castro, Jiwon Park
{"title":"The skew-t censored regression model: parameter estimation via an EM-type algorithm","authors":"V. H. Lachos, J. Bazán, L. M. Castro, Jiwon Park","doi":"10.29220/csam.2022.29.3.333","DOIUrl":"https://doi.org/10.29220/csam.2022.29.3.333","url":null,"abstract":"","PeriodicalId":44931,"journal":{"name":"Communications for Statistical Applications and Methods","volume":" ","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46445741","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
A spatial heterogeneity mixed model with skew-elliptical distributions 具有偏斜椭圆分布的空间异质性混合模型
IF 0.4
Communications for Statistical Applications and Methods Pub Date : 2022-05-31 DOI: 10.29220/csam.2022.29.3.373
Mohadeseh Alsadat Farzammehr, G. McLachlan
{"title":"A spatial heterogeneity mixed model with skew-elliptical distributions","authors":"Mohadeseh Alsadat Farzammehr, G. McLachlan","doi":"10.29220/csam.2022.29.3.373","DOIUrl":"https://doi.org/10.29220/csam.2022.29.3.373","url":null,"abstract":"","PeriodicalId":44931,"journal":{"name":"Communications for Statistical Applications and Methods","volume":" ","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41834952","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
Stochastic structures of world's death counts after World War II 二战后世界死亡统计的随机结构
IF 0.4
Communications for Statistical Applications and Methods Pub Date : 2022-05-31 DOI: 10.29220/csam.2022.29.3.353
J. Lee
{"title":"Stochastic structures of world's death counts after World War II","authors":"J. Lee","doi":"10.29220/csam.2022.29.3.353","DOIUrl":"https://doi.org/10.29220/csam.2022.29.3.353","url":null,"abstract":"","PeriodicalId":44931,"journal":{"name":"Communications for Statistical Applications and Methods","volume":" ","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41834273","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
Letter to the editor: Discussion of proposed t-statistic in "ppcor: An R Package for a fast calculation to semi-partial correlation coefficients," CSAM 2015; 22:665-674 致编辑的信：《ppcor:An R Package for a fast calculation to semi-partial correlation coefficients》中提出的t-统计量的讨论，CSAM 2015；22:665-674
IF 0.4
Communications for Statistical Applications and Methods Pub Date : 2022-05-31 DOI: 10.29220/csam.2022.29.3.393
A. Britto
{"title":"Letter to the editor: Discussion of proposed t-statistic in \"ppcor: An R Package for a fast calculation to semi-partial correlation coefficients,\" CSAM 2015; 22:665-674","authors":"A. Britto","doi":"10.29220/csam.2022.29.3.393","DOIUrl":"https://doi.org/10.29220/csam.2022.29.3.393","url":null,"abstract":"","PeriodicalId":44931,"journal":{"name":"Communications for Statistical Applications and Methods","volume":" ","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43229623","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
Estimating dose-response curves using splines: a nonparametric Bayesian knot selection method 使用样条估计剂量-响应曲线:一种非参数贝叶斯结选择方法
IF 0.4
Communications for Statistical Applications and Methods Pub Date : 2022-05-31 DOI: 10.29220/csam.2022.29.3.287
Jiwon Lee, Yongku Kim, Young Min Kim
{"title":"Estimating dose-response curves using splines: a nonparametric Bayesian knot selection method","authors":"Jiwon Lee, Yongku Kim, Young Min Kim","doi":"10.29220/csam.2022.29.3.287","DOIUrl":"https://doi.org/10.29220/csam.2022.29.3.287","url":null,"abstract":"","PeriodicalId":44931,"journal":{"name":"Communications for Statistical Applications and Methods","volume":" ","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45407121","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
Modified information criterion for testing changes in generalized lambda distribution model based on confidence distribution 改进了基于置信度分布的广义lambda分布模型变化检验信息准则
IF 0.4
Communications for Statistical Applications and Methods Pub Date : 2022-05-31 DOI: 10.29220/csam.2022.29.3.301
Suthakaran Ratnasingama, Elena Buzaianub, Wei Ning
{"title":"Modified information criterion for testing changes in generalized lambda distribution model based on confidence distribution","authors":"Suthakaran Ratnasingama, Elena Buzaianub, Wei Ning","doi":"10.29220/csam.2022.29.3.301","DOIUrl":"https://doi.org/10.29220/csam.2022.29.3.301","url":null,"abstract":"","PeriodicalId":44931,"journal":{"name":"Communications for Statistical Applications and Methods","volume":" ","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41756921","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
Prediction of extreme PM2.5 concentrations via extreme quantile regression 极端分位数回归预测PM2.5极端浓度
IF 0.4
Communications for Statistical Applications and Methods Pub Date : 2022-05-31 DOI: 10.29220/csam.2022.29.3.319
Sanghyuk Lee, Seoncheol Park, Yaeji Lim
{"title":"Prediction of extreme PM2.5 concentrations via extreme quantile regression","authors":"Sanghyuk Lee, Seoncheol Park, Yaeji Lim","doi":"10.29220/csam.2022.29.3.319","DOIUrl":"https://doi.org/10.29220/csam.2022.29.3.319","url":null,"abstract":"","PeriodicalId":44931,"journal":{"name":"Communications for Statistical Applications and Methods","volume":" ","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43540974","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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