14 citations · 82 across the 28 of their papers we have counts for
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stat.ME2018★ 1 cited
Dynamical systems theory for causal inference with application to synthetic control methods
Yi Ding, Panos Toulis
In this paper, we adopt results in nonlinear time series analysis for causal inference in dynamical settings.~Our motivation is policy analysis with panel data, particularly throug…
math.ST2018★ 9 cited
Propensity score methodology in the presence of network entanglement between treatments
Panos Toulis, Alexander Volfovsky, Edoardo M. Airoldi
In experimental design and causal inference, it may happen that the treatment is not defined on individual experimental units, but rather on pairs or, more generally, on groups of…