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文章基本信息

  • 标题:A Semiparametric Regression Model For Oligonucleotide Arrays
  • 本地全文:下载
  • 作者:Hu, Jianhua ; Yin, Guosheng
  • 期刊名称:Journal of Modern Applied Statistical Methods
  • 出版年度:2003
  • 卷号:2
  • 期号:1
  • 页码:27
  • 出版社:Wayne State University
  • 摘要:A semiparametric model incorporating the spline smoothing technique is proposed to study oligonucleotide gene expression data. No specific parametric functional form is assumed for mismatch probe intensities, which allows much more flexibility in the fitted model. The new approach improves the model fitting, hence the estimation of expression indexes. The method is applied to a data set of 18 HuGeneFL arrays.
  • 关键词:Affymetrix; gene expression; microarray; semiparametric spline smoothing
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