V2EX p value

P Value

定义 Definition

p 值(P value)是统计学中用来衡量“在零假设(H)为真时,观察到当前样本结果或更极端结果的概率”的指标。p 值越小,通常表示数据与零假设越不一致(但它不是“零假设为真的概率”,也不直接等于“效应大小”)。

发音 Pronunciation

/pi vl.ju/

例句 Examples

The p value was below 0.05, so the result was considered statistically significant.
p 值低于 0.05,因此该结果被认为具有统计学显著性。

Although the p value was small, the effect size was modest and the confidence interval was wide, so the finding needs cautious interpretation.
尽管 p 值很小,但效应量不大且置信区间很宽,因此这一发现需要谨慎解读。

词源 Etymology

“p value”中的 p 通常被解释为 probability(概率)的缩写。p 值的概念与假设检验的发展密切相关:20 世纪初费舍尔(R. A. Fisher)推广了用 p 值来衡量证据强弱的思路;随后奈曼-皮尔逊(NeymanPearson)框架强调检验流程、显著性水平(α)与错误率控制,使 p 值在现代统计推断中广泛使用。

相关词 Related Words

文学与经典作品 Literary Works

  • Fisher, R. A. Statistical Methods for Research Workers(1925)
  • Neyman, J., & Pearson, E. S. “On the Problem of the Most Efficient Tests of Statistical Hypotheses”(1933)
  • Wasserstein, R. L., & Lazar, N. A. “The ASA Statement on p-Values: Context, Process, and Purpose”(2016)
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