9 citations · 19 across the 5 of their papers we have counts for
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3 papers · 1 filter
econ.EM2020★ 5 cited
Bias-Aware Inference in Regularized Regression Models
Timothy B. Armstrong, Michal Kolesár, Soonwoo Kwon
We consider inference on a scalar regression coefficient under a constraint on the magnitude of the control coefficients. A class of estimators based on a regularized propensity sc…
math.ST2020★ 3 cited
Adaptive Inference in Multivariate Nonparametric Regression Models Under Monotonicity
Koohyun Kwon, Soonwoo Kwon
We consider the problem of adaptive inference on a regression function at a point under a multivariate nonparametric regression setting. The regression function belongs to a Hölder…
econ.EM2020★ 2 cited
Inference in Regression Discontinuity Designs under Monotonicity
Koohyun Kwon, Soonwoo Kwon
We provide an inference procedure for the sharp regression discontinuity design (RDD) under monotonicity, with possibly multiple running variables. Specifically, we consider the ca…