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- Average_treatment_effect abstract "The average treatment effect (ATE) is a measure used to compare treatments (or interventions) in randomized experiments, evaluation of policy interventions, and medical trials. The ATE measures the difference in mean (average) outcomes between units assigned to the treatment and units assigned to the control. In a randomized trial (i.e., an experimental study), the average treatment effect can be estimated from a sample using a comparison in mean outcomes for treated and untreated units. However, the ATE is generally understood as a causal parameter (i.e., an estimand or property of a population) that a researcher desires to know, defined without reference to the study design or estimation procedure. Both observational and experimental study designs may enable one to estimate an ATE in a variety of ways.".
- Average_treatment_effect wikiPageID "14527587".
- Average_treatment_effect wikiPageRevisionID "584214932".
- Average_treatment_effect hasPhotoCollection Average_treatment_effect.
- Average_treatment_effect subject Category:Econometrics.
- Average_treatment_effect subject Category:Experiments.
- Average_treatment_effect subject Category:Medical_statistics.
- Average_treatment_effect comment "The average treatment effect (ATE) is a measure used to compare treatments (or interventions) in randomized experiments, evaluation of policy interventions, and medical trials. The ATE measures the difference in mean (average) outcomes between units assigned to the treatment and units assigned to the control. In a randomized trial (i.e., an experimental study), the average treatment effect can be estimated from a sample using a comparison in mean outcomes for treated and untreated units.".
- Average_treatment_effect label "Average treatment effect".
- Average_treatment_effect sameAs m.03d6g78.
- Average_treatment_effect sameAs Q4828276.
- Average_treatment_effect sameAs Q4828276.
- Average_treatment_effect wasDerivedFrom Average_treatment_effect?oldid=584214932.
- Average_treatment_effect isPrimaryTopicOf Average_treatment_effect.