V2EX treatment effect

Treatment Effect

释义 Definition

treatment effect:在因果推断、实验或政策评估中,指“接受某种处理/干预(treatment)”相对于“不接受处理(对照)”对结果变量造成的因果影响。常见度量包括平均处理效应(ATE)、对已处理者的平均处理效应(ATT)等。(在不同模型与设定中还有更细分的含义。)

发音 Pronunciation

/tritmnt fekt/

例句 Examples

The treatment effect was positive in the trial.
在这项试验中,处理效应是正的。

Using a randomized design, the researchers estimated the treatment effect of the new tutoring program on students’ test scores while controlling for baseline differences.
研究者采用随机实验设计,在控制基线差异的情况下,估计了新辅导项目对学生考试成绩的处理效应。

词源 Etymology

treatment 原意是“对待、处理”,在医学与实验语境中引申为“治疗/干预措施”;effect 来自拉丁语 effectus,意为“结果、影响”。两者组合成 treatment effect,在统计学、计量经济学与流行病学中用来专门指“干预所带来的因果影响”。

相关词 Related Words

文学与著作 Literary Works

该术语更常见于统计与因果推断的经典学术著作(而非小说等文学作品)中,例如:

  • Mostly Harmless Econometrics(Angrist & Pischke)
  • Causal Inference for Statistics, Social, and Biomedical Sciences(Imbens & Rubin)
  • Causal Inference: What If(Hernán & Robins)
  • Causality: Models, Reasoning, and Inference(Judea Pearl)
  • Observational Studies(Paul R. Rosenbaum)
关于     帮助文档     自助推广系统     博客     API     FAQ     Solana     2922 人在线   最高记录 6679       Select Language
创意工作者们的社区
World is powered by solitude
VERSION: 3.9.8.5 38ms UTC 13:13 PVG 21:13 LAX 06:13 JFK 09:13
Do have faith in what you're doing.
ubao msn snddm index pchome yahoo rakuten mypaper meadowduck bidyahoo youbao zxmzxm asda bnvcg cvbfg dfscv mmhjk xxddc yybgb zznbn ccubao uaitu acv GXCV ET GDG YH FG BCVB FJFH CBRE CBC GDG ET54 WRWR RWER WREW WRWER RWER SDG EW SF DSFSF fbbs ubao fhd dfg ewr dg df ewwr ewwr et ruyut utut dfg fgd gdfgt etg dfgt dfgd ert4 gd fgg wr 235 wer3 we vsdf sdf gdf ert xcv sdf rwer hfd dfg cvb rwf afb dfh jgh bmn lgh rty gfds cxv xcv xcs vdas fdf fgd cv sdf tert sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf shasha9178 shasha9178 shasha9178 shasha9178 shasha9178 liflif2 liflif2 liflif2 liflif2 liflif2 liblib3 liblib3 liblib3 liblib3 liblib3 zhazha444 zhazha444 zhazha444 zhazha444 zhazha444 dende5 dende denden denden2 denden21 fenfen9 fenf619 fen619 fenfe9 fe619 sdf sdf sdf sdf sdf zhazh90 zhazh0 zhaa50 zha90 zh590 zho zhoz zhozh zhozho zhozho2 lislis lls95 lili95 lils5 liss9 sdf0ty987 sdft876 sdft9876 sdf09876 sd0t9876 sdf0ty98 sdf0976 sdf0ty986 sdf0ty96 sdf0t76 sdf0876 df0ty98 sf0t876 sd0ty76 sdy76 sdf76 sdf0t76 sdf0ty9 sdf0ty98 sdf0ty987 sdf0ty98 sdf6676 sdf876 sd876 sd876 sdf6 sdf6 sdf9876 sdf0t sdf06 sdf0ty9776 sdf0ty9776 sdf0ty76 sdf8876 sdf0t sd6 sdf06 s688876 sd688 sdf86