3 citations · 4 across the 6 of their papers we have counts for
6 papers
Optimal estimation for regression discontinuity design with binary outcomes
Takuya Ishihara, Masayuki Sawada, Kohei Yata
We develop a finite-sample optimal estimator for regression discontinuity design when the outcomes are bounded, including binary outcomes as the leading case. Our estimator achieve…
Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs
Masayuki Sawada, Takuya Ishihara, Daisuke Kurisu +1
We study a multivariate regression discontinuity design in which treatment is assigned by crossing a boundary in the space of multiple running variables. We document that the exist…
A unified test for regression discontinuity designs
Koki Fusejima, Takuya Ishihara, Masayuki Sawada
Diagnostic tests for regression discontinuity design face a size-control problem. We document a massive over-rejection of the diagnostic restriction among empirical studies in the…
Manipulation-Robust Regression Discontinuity Designs
Takuya Ishihara, Masayuki Sawada
We present simple low-level conditions for identification in regression discontinuity designs using a potential outcome framework for the manipulation of the running variable. Usin…
Estimating High-Dimensional Discrete Choice Model of Differentiated Products with Random Coefficients
Masayuki Sawada, Kohei Kawaguchi
We propose an estimation procedure for discrete choice models of differentiated products with possibly high-dimensional product attributes. In our model, high-dimensional attribute…
Noncompliance in randomized control trials without exclusion restrictions
Masayuki Sawada
This study proposes a method to identify treatment effects without exclusion restrictions in randomized experiments with noncompliance. Exploiting a baseline survey commonly availa…