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Instrumental Variables Methods for the Correlated Random Coefficient Model: Estimating the Average Rate of Return to Schooling When the Return is Correlated with Schooling

Heckman, James, Vytlacil, Edward·1998·The Journal of Human Resources

Abstract

This paper considers the use of instrumental variables to identify a correlated random coefficients model in which coefficients are correlated with (or stochastically dependent on) the regressors. A correlated random coefficients model is central to the human capital earnings model. Conditions are given under which instrumental variables identify the average rate of return. These conditions are applied to David Card's version of Gary Becker's Woytinsky lecture.

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Metadata

Authors
Heckman, J., & Vytlacil, E.
Venue
The Journal of Human Resources
Publisher
JSTOR
Published
1998
Volume
33
Issue
4
Pages
974
ISSN
0022-166X (ISSN-L)
OpenAlex
W1525375198
Cited by
319
References
0
FWCI
8.76
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Instrumental Variables Methods for the Correlated Random Coefficient Model: Estimating the Average Rate of Return to Schooling When the Return is Correlated with Schooling. https://app.cochat.ai/papers/10.2307/146405
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Heckman, J., & Vytlacil, E. (1998). Instrumental Variables Methods for the Correlated Random Coefficient Model: Estimating the Average Rate of Return to Schooling When the Return is Correlated with Schooling. The Journal of Human Resources. https://doi.org/10.2307/146405

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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.