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文章基本信息

  • 标题:Predicting Quantitative Outcomes of Patients Using Longitudinal Gene Expression
  • 本地全文:下载
  • 作者:Yuping Zhang ; Zhengqing Ouyang
  • 期刊名称:Sri Lankan Journal of Applied Statistics
  • 印刷版ISSN:1391-4987
  • 电子版ISSN:2424-6271
  • 出版年度:2014
  • 卷号:5
  • 期号:4
  • 页码:117-126
  • DOI:10.4038/sljastats.v5i4.7787
  • 语种:English
  • 出版社:The Institute of Applied Statistics, Sri Lanka
  • 摘要:We present a new statistical method using longitudinal gene expression to predict quantitative outcomes of patients. Through simulations and application on a dataset of burn patients, the proposed method outperforms prediction methods using gene expression from individual time points or simply combining them together.DOI: http://dx.doi.org/10.4038/sljastats.v5i4.7787
  • 关键词:Applied Statistics; Statistics;Prediction; longitudinal gene expression; quantitative outcomes
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