Matrix Completion Methods for Causal Panel Data Models

National Bureau of Economic Research, 2018.

Cited by: 8|Views21

Abstract:

In this paper we study methods for estimating causal effects in settings with panel data, where a subset of units are exposed to a treatment during a subset of periods, and the goal is estimating counterfactual (untreated) outcomes for the treated unit/period combinations. We develop a class of matrix completion estimators that uses the o...More

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