Doubly-robust causal inference for multi-valued treatment regimes with recurrent neural networks

Jason Poulos

We propose a doubly-robust method to estimate the causal effects of multi-valued treatment regimes on patient outcomes. A multi-valued treatment regime assigns personalized treatme…