Kirill S. Evdokimov, Andrei Zeleneev
arXiv 17 Mar 2024 · Econometrics · 2 citations (OpenAlex)
arXiv:2403.11309 · PDF · DOI · OpenAlex · Extracted main text
This paper considers nonparametric identification and estimation of the regression function when a covariate is mismeasured. The measurement error need not be classical. Employing the small measurement error approximation, we establish nonparametric identification under weak and easy-to-interpret conditions on the instrumental variable. The paper also provides nonparametric estimators of the regression function and derives their rates of convergence.
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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 | Chesher, A (1991) The effect of measurement error | 0.644 | 2 | 2 | 100% |
| 2 | Wolter, K. M. and W. A. Fuller (1982) Estimation of Nonlinear Errors-in-Variables Models | 0.644 | 2 | 2 | 100% |
| 3 | Carroll, R. J., D. Ruppert, L. A. Stefanski, and C. M. Crainiceanu (2006) Measurement Error in Nonlinear Models | 0.511 | 2 | 1 | 100% |
| 4 | Hausman, J. A., H. Ichimura, W. K. Newey, and J. L. Powell (1991) Identification and estimation of polynomial errors-in-variables models | 0.511 | 2 | 1 | 100% |
| 5 | Bound, J., C. Brown, and N. Mathiowetz (2001) Measurement Error in Survey Data, in | 0.405 | 1 | 1 | 100% |
| 6 | Carroll, R. J. and L. A. Stefanski (1990) Approximate quasi-likelihood estimation in models with surrogate predictors | 0.405 | 1 | 1 | 100% |
| 7 | Chen, X., H. Hong, and D. Nekipelov (2011) Nonlinear Models of Measurement Errors | 0.405 | 1 | 1 | 100% |
| 8 | Chesher, A (2000) Measurement Error Bias Reduction, Working paper | 0.405 | 1 | 1 | 100% |
| 9 | Chesher, A. and C. Schluter (2002) Welfare measurement and measurement error | 0.405 | 1 | 1 | 100% |
| 10 | Evdokimov, K. S. and A. Zeleneev (2022) Simple Estimation of Semiparametric Models with Measurement Errors self | 0.405 | 1 | 1 | 100% |
Showing the top 10 of 22 scored citations.
arXiv econ.EM papers that cite this one, ranked by how heavily they lean on it.
| Citing paper | Intensity | Mentions | Sections | |
|---|---|---|---|---|
| 1 | 1inSimple Estimation of Semiparametric Models with Measurement Errors | 0.737 | 3 | 2 |