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Replication data for: Estimating Marginal Returns to Education

Resource Type
  • Carneiro, Pedro
  • Heckman, James J.
  • Vytlacil, Edward J.
Publication Date
  • Abstract

    This paper estimates marginal returns to college for individuals induced to enroll in college by different marginal policy changes. The recent instrumental variables literature seeks to estimate this parameter, but in general it does so only under strong assumptions that are tested and found wanting. We show how to utilize economic theory and local instrumental variables estimators to estimate the effect of marginal policy changes. Our empirical analysis shows that returns are higher for individuals with values of unobservables that make them more likely to attend college. We contrast our estimates with IV estimates of the return to schooling. (JEL I23, J24, J31)
  • Is supplement to
    DOI: 10.1257/aer.101.6.2754 (Text)
  • Carneiro, Pedro, James J Heckman, and Edward J Vytlacil. “Estimating Marginal Returns to Education.” American Economic Review 101, no. 6 (October 2011): 2754–81.
    • ID: 10.1257/aer.101.6.2754 (DOI)

Update Metadata: 2020-03-10 | Issue Number: 1 | Registration Date: 2020-03-10

Carneiro, Pedro; Heckman, James J.; Vytlacil, Edward J. (2010): Replication data for: Estimating Marginal Returns to Education. Version: 1. ICPSR - Interuniversity Consortium for Political and Social Research. Dataset.