Toru Kitagawa, Weining Wang, Mengshan Xu
arXiv 1 Apr 2025 · Econometrics · publishedJournal of Business and Economic Statistics (2025)
arXiv:2504.01140 · PDF · DOI · OpenAlex · Extracted main text
This paper was prepared as a comment on "Dynamic Causal Effects in a Nonlinear World: the Good, the Bad, and the Ugly" by Michal Koles\'{a}r and Mikkel Plagborg-M{\o}ller. We make three comments, including a novel contribution to the literature, showing how a reasonable economic interpretation can potentially be restored for average-effect estimators with negative weights.
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The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.
| Reference | Intensity | Mentions | Sections | Main text | |
|---|---|---|---|---|---|
| 1 | Bojinov, I. and Shephard, N (2019) Time series experiments and causal estimands: exact randomization tests and trading | 0.644 | 2 | 2 | 100% |
| 2 | Casini, A. and McCloskey, A (2024) Identification and estimation of causal effects in high-frequency event studies | 0.644 | 2 | 2 | 100% |
| 3 | Rambachan, A. and Shepherd, N (2021) When do common time series estimands have nonparametric causal meaning? | 0.644 | 2 | 2 | 100% |
| 4 | Crump, R. K., Hotz, V. J., Imbens, G. W., and Mitnik, W. O. A (2009) Dealing with limited overlap in estimation of average treatment effects | 0.405 | 1 | 1 | 100% |
| 5 | Koo, B., Lee, S., and Seo, M (2023) What impulse response do instrumental variables identify? | 0.405 | 1 | 1 | 100% |
| 6 | Angrist, J (1998) Estimating the labor market impact of voluntary military service using social security data on military applicants | 0.405 | 1 | 1 | 100% |
| 7 | Angrist, J. D., Jordà, Ò., and Kuersteiner, G. M (2018) Semiparametric estimates of monetary policy effects: string theory revisited | 0.405 | 1 | 1 | 100% |
| 8 | Chen, J (2024) Potential weights and implicit causal designs in linear regression | 0.405 | 1 | 1 | 100% |
| 9 | De Chaisemartin, C. and d’Haultfoeuille, X (2020) Two-way fixed effects estimators with heterogeneous treatment effects | 0.405 | 1 | 1 | 100% |
| 10 | Imbens, G. W. and Angrist, J. D (1994) Identification and estimation of local average treatment effects | 0.405 | 1 | 1 | 100% |
Showing the top 10 of 13 scored citations.
arXiv econ.EM papers that cite this one, ranked by how heavily they lean on it.
| Citing paper | Intensity | Mentions | Sections | |
|---|---|---|---|---|
| 1 | Causal State-Dependent Local Projections | 0.000 | 1 | 1 |