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RMultipleFunctionTest

实现数据多项功能检验: 选择数据分析类型

  1. 对比分析,判断数据是否服从正态分布: 是,则采用t检验 否,则采用wilcoxon秩和检验
  2. 关联分析,判断数据大小,及四格列联表数值 若总体数据量<40,或单格数据小于1,fisher检验 否则,卡方检验
  3. 相关性分析,判断数据是否服从正态分布: 是,Pearson相关分析 否,Spearman相关分析 对比分析需要对结果p值进行多重检验校正 输出结果

对于TCGA 癌症样本 和 正常样本作为conrol 和 Test ,对于这个在癌症中的区分方法有两种,都放在了github上 后续会把这个function包装成shiny app

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