References

Hill, Jennifer L. 2011. “Bayesian Nonparametric Modeling for Causal Inference.” Journal of Computational and Graphical Statistics 20 (1): 217–40. https://doi.org/10.1198/jcgs.2010.08162.

Louizos, Christos, Uri Shalit, Joris Mooij, David Sontag, Richard Zemel, and Max Welling. 2017. “Causal Effect Inference with Deep Latent-Variable Models.” http://arxiv.org/abs/1705.08821.

Shalit, Uri, Fredrik D. Johansson, and David Sontag. 2016. “Estimating Individual Treatment Effect: Generalization Bounds and Algorithms.” http://arxiv.org/abs/1606.03976.