Search Results for author:
Found 5 papers, 0 papers with code
Double Robust Bayesian Inference on Average Treatment Effects
We propose a double robust Bayesian inference procedure on the average treatment effect (ATE) under unconfoundedness.
Testability of Reverse Causality without Exogeneous Variation
Instead of relying on exogenous variation, we achieve testability by imposing relatively weak model restrictions.
Simple Adaptive Estimation of Quadratic Functionals in Nonparametric IV Models
This paper considers adaptive, minimax estimation of a quadratic functional in a nonparametric instrumental variables (NPIV) model, which is an important problem in optimal estimation of a nonlinear functional of an ill-posed inverse regression with an unknown operator.
Nonclassical Measurement Error in the Outcome Variable
We study a semi-/nonparametric regression model with a general form of nonclassical measurement error in the outcome variable.
Adaptive, Rate-Optimal Hypothesis Testing in Nonparametric IV Models
We propose a new adaptive hypothesis test for inequality (e. g., monotonicity, convexity) and equality (e. g., parametric, semiparametric) restrictions on a structural function in a nonparametric instrumental variables (NPIV) model.
