Bayesian Approaches in Oncology Using R and OpenBUGS最新文献

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Bayesian Inference in Mixed-Effect Model 混合效应模型中的贝叶斯推理
Bayesian Approaches in Oncology Using R and OpenBUGS Pub Date : 2020-12-21 DOI: 10.1201/9780429329449-18
A. Bhattacharjee
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引用次数: 0
Covariance modeling 协方差模型
Bayesian Approaches in Oncology Using R and OpenBUGS Pub Date : 2020-12-21 DOI: 10.1201/9780429329449-16
A. Bhattacharjee
{"title":"Covariance modeling","authors":"A. Bhattacharjee","doi":"10.1201/9780429329449-16","DOIUrl":"https://doi.org/10.1201/9780429329449-16","url":null,"abstract":"","PeriodicalId":236604,"journal":{"name":"Bayesian Approaches in Oncology Using R and OpenBUGS","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129469199","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
Sample Size Determination 样本量测定
Bayesian Approaches in Oncology Using R and OpenBUGS Pub Date : 2020-12-21 DOI: 10.1201/9780429329449-3
A. Bhattacharjee
{"title":"Sample Size Determination","authors":"A. Bhattacharjee","doi":"10.1201/9780429329449-3","DOIUrl":"https://doi.org/10.1201/9780429329449-3","url":null,"abstract":"","PeriodicalId":236604,"journal":{"name":"Bayesian Approaches in Oncology Using R and OpenBUGS","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126390137","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
Study Design-II 研究Design-II
Bayesian Approaches in Oncology Using R and OpenBUGS Pub Date : 2020-12-21 DOI: 10.1201/9780429329449-5
A. Bhattacharjee
{"title":"Study Design-II","authors":"A. Bhattacharjee","doi":"10.1201/9780429329449-5","DOIUrl":"https://doi.org/10.1201/9780429329449-5","url":null,"abstract":"","PeriodicalId":236604,"journal":{"name":"Bayesian Approaches in Oncology Using R and OpenBUGS","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123372179","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: 3
Introduction to R and OpenBUGS R和OpenBUGS简介
Bayesian Approaches in Oncology Using R and OpenBUGS Pub Date : 2020-12-21 DOI: 10.1201/9780429329449-2
A. Bhattacharjee
{"title":"Introduction to R and OpenBUGS","authors":"A. Bhattacharjee","doi":"10.1201/9780429329449-2","DOIUrl":"https://doi.org/10.1201/9780429329449-2","url":null,"abstract":"","PeriodicalId":236604,"journal":{"name":"Bayesian Approaches in Oncology Using R and OpenBUGS","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126009156","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
High-Dimensional Data Analysis 高维数据分析
Bayesian Approaches in Oncology Using R and OpenBUGS Pub Date : 2020-12-21 DOI: 10.1201/9780429329449-20
A. Bhattacharjee
{"title":"High-Dimensional Data Analysis","authors":"A. Bhattacharjee","doi":"10.1201/9780429329449-20","DOIUrl":"https://doi.org/10.1201/9780429329449-20","url":null,"abstract":"","PeriodicalId":236604,"journal":{"name":"Bayesian Approaches in Oncology Using R and OpenBUGS","volume":"56 22","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113973770","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
Longitudinal Data Analysis 纵向数据分析
Bayesian Approaches in Oncology Using R and OpenBUGS Pub Date : 2020-12-21 DOI: 10.4135/9781071814277.n6
Atanu Bhattacharjee
{"title":"Longitudinal Data Analysis","authors":"Atanu Bhattacharjee","doi":"10.4135/9781071814277.n6","DOIUrl":"https://doi.org/10.4135/9781071814277.n6","url":null,"abstract":"Longitudinal studies are quite common in modern clinical trials and cohort studies. Unlike cross-sectional designs, where observations from study subjects are available only at a single time point, individuals in longitudinal or cohort studies are assessed repeatedly over time. By taking advantages of multiple snapshots of a group over time, data from longitudinal studies captures both between-individual differences and within-individual dynamics, affording the opportunity to study more complicated biological, psychological, and behavioral hypotheses than their crosssectional counterparts. For example, if we want to test whether exposure to some chemical agent can cause some type of cancer, the between-subject difference observed in crosssectional data can only provide evidence of an association or correlation between the exposure and disease. The within-individual dynamics in longitudinal data allows for inference of a causal nature for such a relationship. Longitudinal data presents multiple methodological challenges in study designs and data analyses. The primary problem is the correlation among the repeated responses of the same subject. Classic models for cross-sectional data analysis such as multiple linear and logistic regressions are based on the independence of observations and thus in general do not apply to longitudinal data. For example, in","PeriodicalId":236604,"journal":{"name":"Bayesian Approaches in Oncology Using R and OpenBUGS","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125476125","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: 1725
Missing Data Analysis 缺失数据分析
Bayesian Approaches in Oncology Using R and OpenBUGS Pub Date : 2020-12-21 DOI: 10.1201/9780429329449-14
A. Bhattacharjee
{"title":"Missing Data Analysis","authors":"A. Bhattacharjee","doi":"10.1201/9780429329449-14","DOIUrl":"https://doi.org/10.1201/9780429329449-14","url":null,"abstract":"","PeriodicalId":236604,"journal":{"name":"Bayesian Approaches in Oncology Using R and OpenBUGS","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123259052","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 Longitudinal and Survival Analysis 关节纵向和生存分析
Bayesian Approaches in Oncology Using R and OpenBUGS Pub Date : 2020-12-21 DOI: 10.1201/9780429329449-15
A. Bhattacharjee
{"title":"Joint Longitudinal and Survival Analysis","authors":"A. Bhattacharjee","doi":"10.1201/9780429329449-15","DOIUrl":"https://doi.org/10.1201/9780429329449-15","url":null,"abstract":"","PeriodicalId":236604,"journal":{"name":"Bayesian Approaches in Oncology Using R and OpenBUGS","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134552328","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
Relative Survival Analysis 相对生存分析
Bayesian Approaches in Oncology Using R and OpenBUGS Pub Date : 2020-12-21 DOI: 10.1201/9780429329449-11
A. Bhattacharjee
{"title":"Relative Survival Analysis","authors":"A. Bhattacharjee","doi":"10.1201/9780429329449-11","DOIUrl":"https://doi.org/10.1201/9780429329449-11","url":null,"abstract":"","PeriodicalId":236604,"journal":{"name":"Bayesian Approaches in Oncology Using R and OpenBUGS","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123582828","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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