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Two-Stage Least Squares and Econometric Systems Linear in Parameters but Nonlinear in the Endogenous Variables
Abstract
It is demonstrated that a variant of the two-stage least squares technique can be used to estimate the parameters of a nonlinear model. To do this, the reduced form equations of such models are derived and discussed; then certain problems particular to the estimation of nonlinear models are considered.
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Citations
Cited by
Mostly Harmless Econometrics: An Empiricist's Companion
Angrist, J. D., & Pischke, J.-S. (2009) · doi:10.1515/9781400829828 · Cited by 9,467
Angrist, J. D., & Krueger, A. B. (2001) · Journal of Economic Perspectives · doi:10.1257/jep.15.4.69 · Cited by 2,355
Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling
Terza, J. V., Basu, A., & Rathouz, P. J. (2008) · Journal of Health Economics · doi:10.1016/j.jhealeco.2007.09.009 · Cited by 1,728
Controlling for endogeneity with instrumental variables in strategic management research
Bascle, G. (2008) · Strategic Organization · doi:10.1177/1476127008094339 · Cited by 1,133
Specification and Estimation of a Simultaneous-Equation Model with Limited Dependent Variables
Nelson, F., & Olson, L. (1978) · International Economic Review · doi:10.2307/2526334 · Cited by 406
Metadata
- Authors
- Kelejian, H. H.
- Venue
- Journal of the American Statistical Association
- Publisher
- Informa UK Limited
- Published
- 1971-06
- Volume
- 66
- Issue
- 334
- Pages
- 373-374
- ISSN
- 0162-1459 (ISSN-L)
- 1537-274X
- OpenAlex
- W1994356391
- Cited by
- 354
- References
- 0
- FWCI
- 5.48
- Type
- journal article
- Language
- en
- Open access
- closed
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- CoChat. (2026). Citation check: Two-Stage Least Squares and Econometric Systems Linear in Parameters but Nonlinear in the Endogenous Variables. https://app.cochat.ai/papers/10.1080/01621459.1971.10482270
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- Kelejian, H. H. (1971). Two-Stage Least Squares and Econometric Systems Linear in Parameters but Nonlinear in the Endogenous Variables. Journal of the American Statistical Association. https://doi.org/10.1080/01621459.1971.10482270
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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
