Semiparametric ROC Analysis Using Accelerated Regression Models

来源 :The Third IMS-China International Conference on Statistics a | 被引量 : 0次 | 上传用户:cox_7261
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
  The Receiver Operating Characteristic (ROC) curve is a widely used measure to assess the diagnostic accuracy of biomarkers for diseases.When biomarker tests are affected by subject characteristics, the experience of test performers, or the environment in which tests are carried out, it is important to understand and determine the conditions for evaluating these biomarkers.
其他文献
  Linear mixed-effects models are a powerful tool for modeling longitudinal data and are widely used in practice.For a given set of covariates in a linear mix
会议
  Recent proteomic studies have identified proteins related to specific phenotypes.In addition to marginal association analysis for individual proteins, analy
会议
  Several two-stage multiple testing procedures have been proposed to detect geneenvironment interaction in genome-wide association studies (GWAS), though the
会议
  Although the approach of genome-wide association studies (GWAS) has emerged as a powerful tool for identifying genes with common variants influencing diseas
会议
  Density estimation is an archetypical problem in Statistics: numerous methods are available with extensive literature about regularization criteria and thei
会议
  In longitudinal studies, mixed-effects models are important for addressing subject-specific effects.However, most existing approaches assume a normal distri
会议
  Influenza infection is both a serious threat to human health and an important setting for the study of acute antiviral immune responses.The biological param
会议
会议
会议