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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…
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…