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Heckman Selection Model/Evidence
Method evidence record

Heckman Selection Model

The Heckman selection model, introduced by James J. Heckman in 1979, is a two-step model that corrects sample selection bias when the outcome is only observed for a non-random subset of cases. A probit selection equation models who is observed, and the outcome equation then corrects for the resulting bias using the inverse Mills ratio.

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Heckman Sample Selection Model (Heckit / Tobit Type II)
Taxonomic method record · regression-model / econometrics
  • Heckman, J. J. (1979). Sample Selection Bias as a Specification Error. Econometrica, 47(1), 153–161. · DOI 10.2307/1912352
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Related methods

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See alsoLogistic Regressionmachine-suggested · Relational suggestion, not evidence.Same method familyOLS Regressionmachine-suggested · Relational suggestion, not evidence.Same method familyPanel Fixed Effectsmachine-suggested · Relational suggestion, not evidence.Same method familyQuantile Regressionmachine-suggested · Relational suggestion, not evidence.

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1 recorded citation, copied from the method source record.

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