Identifiable causal inference with noisy treatment and no side information

no code implementations • 18 Jun 2023 • Antti Pöllänen, Pekka Marttinen

Building on existing results for measurement error models, we prove that our model's causal effect estimates are identifiable, even without knowledge of the measurement error variance or other side information.

Causal Inference Econometrics +1