Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine Learning

Robert E. McCulloch, Rodney A. Sparapani, Brent R. Logan +1

We provide a new flexible framework for inference with the instrumental variable model. Rather than using linear specifications, functions characterizing the effects of instruments…