V2EX power analysis

Power Analysis

释义 Definition

power analysis 指“统计功效分析/检验力分析”:在统计检验或实验设计中,用来估算在给定效应大小、显著性水平(α)、样本量与变异程度等条件下,研究发现真实效应的概率(power,功效/检验力),或反过来计算所需样本量以达到目标功效(如 0.80)。

发音 Pronunciation (IPA)

/par nlss/

例句 Examples

We ran a power analysis to decide how many participants we needed.
我们做了功效分析来决定需要多少名参与者。

Before launching the trial, the team performed a power analysis based on an expected small effect size and a 5% significance level.
在启动试验前,团队基于预期的小效应量和 5% 的显著性水平进行了功效分析。

词源 Etymology

power 在统计学语境中指“检验力/功效”,源自“能力、力量”的一般含义,引申为“检测出真实差异的能力”;analysis 来自希腊语词根,意为“分解、解析”。合起来,power analysis 就是“对检验力进行计算与评估的分析方法”。该术语在 20 世纪中后期随着现代假设检验与实验设计方法的普及而广泛使用。

相关词 Related Words

文学与著作 Literary / Notable Works

  • Jacob Cohen Statistical Power Analysis for the Behavioral Sciences(经典著作,系统阐述 power analysis 与效应量)
  • David Machin et al. Sample Size Tables for Clinical Studies(临床研究中样本量与功效分析的常用参考书)
  • Steven Piantadosi Clinical Trials: A Methodologic Perspective(讨论临床试验设计中的功效与样本量计算)
  • Douglas G. Altman Practical Statistics for Medical Research(医学统计实践中涉及功效/样本量等概念)
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