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文章基本信息

  • 标题:Towards a Grammar for Processing Clinical Trial Data
  • 本地全文:下载
  • 作者:Michael J. Kane
  • 期刊名称:R News
  • 印刷版ISSN:1609-3631
  • 出版年度:2021
  • 卷号:13
  • 期号:1
  • 页码:563-569
  • 语种:English
  • 出版社:The R Foundation for Statistical Computing
  • 摘要:The goal of this paper is to help define a path toward a grammar for processing clinical trials by a) defining a format in which we would like to represent data from standardized clinical trial data b) describing a standard set of operations to transform clinical trial data into this format, and c) to identify a set of verbs and other functionality to facilitate data processing and encourage reproducibility in the processing of these data. It provides a background on standard clinical trial data and goes through a simple preprocessing example illustrating the value of the proposed approach through the use of the forceps package, which is currently being used for data of this kind.
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