Search Results for author: Thomas Kolokotrones

Found 1 papers, 1 papers with code

Deep Learning Methods for Proximal Inference via Maximum Moment Restriction

1 code implementation19 May 2022 Benjamin Kompa, David R. Bellamy, Thomas Kolokotrones, James M. Robins, Andrew L. Beam

In this work, we introduce a flexible and scalable method based on a deep neural network to estimate causal effects in the presence of unmeasured confounding using proximal inference.

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