arXiv 25 Jan 2024 · Econometrics
arXiv:2401.14395 · PDF · DOI · OpenAlex · Extracted main text
We study identification of the treatment effects in a class of nonseparable models with the presence of potentially endogenous control variables. We show that given the treatment variable and the controls are measurably separated, the usual conditional independence condition or availability of excluded instrument suffices for identification.
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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 | Autor, David H and Dorn, David and Hanson, Gordon H (2013) The China syndrome: Local labor market effects of import competition in the United States | 0.874 | 5 | 2 | 100% |
| 2 | Frölich, Markus (2008) Parametric and nonparametric regression in the presence of endogenous control variables | 0.644 | 2 | 2 | 100% |
| 3 | Altonji, Joseph G and Matzkin, Rosa L (2005) Cross section and panel data estimators for nonseparable models with endogenous regressors | 0.585 | 3 | 1 | 100% |
| 4 | Chen, Xiaohong and Linton, Oliver and Van Keilegom, Ingrid (2003) Estimation of semiparametric models when the criterion function is not smooth | 0.585 | 3 | 1 | 100% |
| 5 | Newey, Whitney K (1994) The asymptotic variance of semiparametric estimators | 0.585 | 3 | 1 | 100% |
| 6 | Imbens, Guido W and Newey, Whitney K (2009) Identification and estimation of triangular simultaneous equations models without additivity | 0.511 | 2 | 1 | 100% |
| Matzkin2003nonparametric | unmatched citation key Matzkin2003nonparametric | 0.405 | 1 | 1 | 100% |
| 8 | Whitney K. Newey (1997) Convergence rates and asymptotic normality for series estimators | 0.405 | 1 | 1 | 100% |
| 9 | Angrist, Joshua D and Krueger, Alan B (1991) Does compulsory school attendance affect schooling and earnings? | 0.405 | 1 | 1 | 100% |
| 10 | Angrist, Joshua D and Pischke, Jörn-Steffen (2009) Mostly harmless econometrics: An empiricist's companion | 0.405 | 1 | 1 | 100% |
Showing the top 10 of 26 scored citations. 1 of these could not be matched to a bibliography entry, so only the citation key is shown.