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  • 标题:ThresholdROC: Optimum Threshold Estimation Tools for Continuous Diagnostic Tests in R
  • 本地全文:下载
  • 作者:Sara Perez-Jaume ; Konstantina Skaltsa ; Natàlia Pallarès
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2017
  • 卷号:82
  • 期号:1
  • 页码:1-21
  • DOI:10.18637/jss.v082.i04
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:We introduce an R package that estimates decision thresholds in diagnostic settings with a continuous marker and two or three underlying states. The package implements parametric and non-parametric estimation methods based on minimizing an overall cost function, as well as confidence interval estimation approaches to account for the sampling variability of the cut-off. Further features of the package include sample size determination and estimation of diagnostic accuracy measures. We used randomly generated data and two real datasets to illustrate the capabilities and characteristics of the package.
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