Nonparametric methods for doubly robust estimation of continuous treatment effects

Edward H. Kennedy, Zongming Ma, Matthew D. McHugh +1

Continuous treatments (e.g., doses) arise often in practice, but many available causal effect estimators are limited by either requiring parametric models for the effect curve, or…