3 papers
math.ST2023
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators
Matias D. Cattaneo, Michael Jansson, Kenichi Nagasawa
Westling and Carone (2020) proposed a framework for studying the large sample distributional properties of generalized Grenander-type estimators, a versatile class of nonparametric…
econ.EM2018
Treatment Effect Estimation with Noisy Conditioning Variables
Kenichi Nagasawa
I develop a new identification strategy for treatment effects when noisy measurements of unobserved confounding factors are available. I use proxy variables to construct a random v…
math.ST2017
Bootstrap-Based Inference for Cube Root Asymptotics
Matias D. Cattaneo, Michael Jansson, Kenichi Nagasawa
This paper proposes a valid bootstrap-based distributional approximation for M-estimators exhibiting a Chernoff (1964)-type limiting distribution. For estimators of this kind, the…