Luis Alvarez, Bruno Ferman, Raoni Oliveira
arXiv 2 Jun 2022 · Econometrics · 2 citations (OpenAlex)
arXiv:2206.00999 · PDF · DOI · OpenAlex · Extracted main text
We consider the problem of inference in shift-share research designs. The choice between existing approaches that allow for unrestricted spatial correlation involves tradeoffs, varying in terms of their validity when there are relatively few or concentrated shocks, and in terms of the assumptions on the shock assignment process and treatment effects heterogeneity. We propose alternative randomization inference methods that combine the advantages of different approaches. These methods are valid in finite samples under relatively stronger assumptions, while asymptotically valid under weaker assumptions.
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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 | Lehmann, E. L. and Romano, J. P (2005) Testing Statistical Hypotheses | 0.644 | 2 | 2 | 100% |
| 2 | Adão, R., Kolesar, M., and Morales, E (2019) Shift-Share Designs: Theory and Inference* | 0.405 | 1 | 1 | 100% |
| 3 | Autor, D. H., Dorn, D., and Hanson, G. H (2013) The china syndrome: Local labor market effects of import competition in the united states | 0.405 | 1 | 1 | 100% |
| 4 | Borusyak, K. and Hull, P (2021) Non-random exposure to exogenous shocks: Theory and applications | 0.405 | 1 | 1 | 100% |
| 5 | Borusyak, K., Hull, P., and Jaravel, X (2021) Quasi-Experimental Shift-Share Research Designs | 0.405 | 1 | 1 | 100% |
| 6 | Berger, R. L. and Boos, D. D (1994) P values maximized over a confidence set for the nuisance parameter | 0.405 | 1 | 1 | 100% |
| 7 | Bugni, F. A., Canay, I. A., and Shaikh, A. M (2018) Inference under covariate-adaptive randomization | 0.405 | 1 | 1 | 100% |
| 8 | Chung, E. and Romano, J. P (2013) Exact and asymptotically robust permutation tests | 0.405 | 1 | 1 | 100% |
| 9 | Ferman, B (2019) Assessing Inference Methods self | 0.405 | 1 | 1 | 100% |
| 10 | Ferman, B (2021) Matching estimators with few treated and many control observations self | 0.405 | 1 | 1 | 100% |
Showing the top 10 of 17 scored citations.
arXiv econ.EM papers that cite this one, ranked by how heavily they lean on it.
| Citing paper | Intensity | Mentions | Sections | |
|---|---|---|---|---|
| 1 | Inference with few treated units | 0.511 | 2 | 1 |
| 2 | ASSESSING INFERENCE METHODS | 0.405 | 1 | 1 |
| 3 | Nonlinear Treatment Effects in Shift-Share Designs | 0.405 | 1 | 1 |
| 4 | ON THE USE OF DESIGN-BASED SIMULATIONS | 0.405 | 1 | 1 |