V2EX q-value

Q-value

释义 Definition

q-value(Q值):在多重假设检验中,用于衡量某个检验结果在给定阈值下的假发现率(FDR, false discovery rate)意义上的“调整后显著性”。直观理解:它类似“多重比较校正后的 p 值”,常用于基因组学、蛋白组学等高通量研究中,帮助控制“把不显著当成显著”的比例。
(注:在物理/核工程语境中,Q-value 也可指反应释放的能量“Q值”,此处以统计学中最常见用法为主。)

发音 Pronunciation (IPA)

/kju vl.ju/

例句 Examples

The gene is significant with a q-value of 0.03.
这个基因在 Q 值为 0.03 的意义下是显著的。

After correcting for multiple comparisons, only a few metabolites remained below a q-value threshold of 0.05, suggesting most initial hits were likely false positives.
在进行多重比较校正后,只有少数代谢物的 Q 值仍低于 0.05 的阈值,这表明最初的大多数“命中”很可能是假阳性。

词源 Etymology

q-value 中的 q 通常被理解为用于区分于 p-value 的一个记号,用来表示与 FDR(假发现率)相关的度量。该术语在统计基因组学与多重检验的语境下流行起来,用于表达“在制假发现率时,每个检验对应的最小 FDR 水平”。

相关词 Related Words

文学与著作 Literary Works

  • Storey, J. D. (2002). A direct approach to false discovery rates. Journal of the Royal Statistical Society: Series B.(提出并系统化 q-value 的核心思想与计算框架)
  • Storey, J. D., & Tibshirani, R. (2003). Statistical significance for genomewide studies. PNAS.(在基因组范围研究中推广 q-value/FDR 的使用)
  • Hastie, T., Tibshirani, R., Friedman, J.. The Elements of Statistical Learning.(在多重检验与模型评估相关讨论中常提及 FDR/q-value 语境)
  • Holmes, S., Huber, W.. Modern Statistics for Modern Biology.(面向生物学数据分析的教材中常在多重检验章节出现 q-value 相关内容)
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