6 citations · 13 across the 12 of their papers we have counts for
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econ.EM2021
What Do We Get from Two-Way Fixed Effects Regressions? Implications from Numerical Equivalence
Shoya Ishimaru
This paper develops numerical and causal interpretations of two-way fixed effects (TWFE) regressions in settings with nonbinary, nonstaggered treatments and time-varying covariates…
cs.HC2021★ 6 cited
Confidence-Aware Learning Assistant
Shoya Ishimaru, Takanori Maruichi, Andreas Dengel +1
Not only correctness but also self-confidence play an important role in improving the quality of knowledge. Undesirable situations such as confident incorrect and unconfident corre…
econ.EM2021
Empirical Decomposition of the IV-OLS Gap with Heterogeneous and Nonlinear Effects
Shoya Ishimaru
This study proposes an econometric framework to interpret and empirically decompose the difference between IV and OLS estimates given by a linear regression model when the true cau…