Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural Networks

by Bryan Lim, Ahmed Alaa and Mihaela van der Schaar, NeurIPS 2018

Usage instructions

• To generate a new simulation, run hyperparameter optimisation and tests for the RMSN use :

  bash test_rmsn.sh

• This produces the raw MSEs into the "results" folder, and saves calibrated models into the "models" folder

• Note that for the paper, results are imported in normalised root mean-squared error terms -> i.e. sqrt(mse) / 1150