2 papers
econ.EM2026
Uniform Confidence Bands for Infinite-Dimensional Partially Identified Parameters
Shunsuke Imai, Yuta Okamoto
Infinite-dimensional parameters are ubiquitous in empirical economics. This paper develops an Imbens--Manski--Stoye type confidence band for infinite-dimensional partially identifi…
math.ST2022
Higher-Order Asymptotic Properties of Kernel Density Estimator with Global Plug-In and Its Accompanying Pilot Bandwidth
Shunsuke Imai, Yoshihiko Nishiyama
This study investigates the effect of bandwidth selection via a plug-in method on the asymptotic structure of the nonparametric kernel density estimator. We generalise the result o…