V2EX instrumental variables

Instrumental Variables

释义 Definition

工具变量(Instrumental Variables,常写作 IV):在计量经济学与统计学中,用来解决“内生性”(例如遗漏变量、反向因果、测量误差)导致的偏误。工具变量与解释变量相关,但在控制结构后对因变量没有直接影响,只能通过解释变量间接影响因变量。

发音 Pronunciation (IPA)

/nstrmntl vriblz/

例句 Examples

Instrumental variables help researchers estimate causal effects when random experiments are impossible.
当随机实验不可行时,工具变量可以帮助研究者估计因果效应。

Using rainfall as an instrumental variable, the study identifies the impact of income changes on health outcomes while addressing endogeneity.
该研究使用降雨作为工具变量,在处理内生性的同时识别收入变化对健康结果的影响。

词源 Etymology

Instrumental 源自拉丁语 instrumentum(工具、器具),强调“起到工具作用”;variable 来自拉丁语 variabilis(可变的)。合在一起,“instrumental variables”直译为“起工具作用的变量”,即在模型中被当作“工具”用来识别因果关系的变量。

相关词 Related Words

文献作品 Literary Works

  • Mostly Harmless Econometrics(Angrist & Pischke)
  • Mastering ’Metrics(Angrist & Pischke)
  • Econometric Analysis(William H. Greene)
  • Econometric Analysis of Cross Section and Panel Data(Jeffrey M. Wooldridge)
  • Introduction to Econometrics(Stock & Watson)
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