Sequential causal inference in a single world of connected units

Aurelien Bibaut
Aurelien Bibaut
Maria Dimakopoulou
Maria Dimakopoulou
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Abstract:

We consider adaptive designs for a trial involving N individuals that we follow along T time steps. We allow for the variables of one individual to depend on its past and on the past of other individuals. Our goal is to learn a mean outcome, averaged across the N individuals, that we would observe, if we started from some given initial ...More

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