Average treatment effect
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 estimate 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 v
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Average treatment effect
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 estimate 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 v
has abstract
The average treatment effect ( ...... e an ATE in a variety of ways.
@en
平均処置効果(へいきんしょちこうか、英: average t ...... おいて、様々な方法で平均処置効果を推定することは可能である。
@ja
Wikipage page ID
14,527,587
Wikipage revision ID
740,646,502
hypernym
type
comment
The average treatment effect ( ...... one to estimate an ATE in a v
@en
平均処置効果(へいきんしょちこうか、英: average t ...... おいて、様々な方法で平均処置効果を推定することは可能である。
@ja
label
Average treatment effect
@en
平均処置効果
@ja