or unobservable factors. Observed factors can be statistically controlled (e.g., through regression or matching), but any estimate of the ATE could be confounded by unobservable factors that influenced which units received the treatment versus the control.

Formal definition

In order to define formally the ATE, we define two potential outcomes : is the value of the outcome variable for individual

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