Arbeitspapier
Foul or Fair? The Heckman Correction for Sample Selection and Its Critique. A Short Survey
This paper gives a short overview of Monte Carlo studies on the usefulness of Heckman’s (1976, 1979) two–step estimator for estimating a selection model. It shows that exploratory work to check for collinearity problems is strongly recommended before deciding on which estimator to apply. In the absence of collinearity problems, the full–information maximum likelihood estimator is preferable to the limited–information two–step method of Heckman, although the latter also gives reasonable results. If, however, collinearity problems prevail, subsample OLS (or the Two–Part Model) is the most robust amongst the simple–to–calculate estimators.
- Sprache
-
Englisch
- Erschienen in
-
Series: ZEW Discussion Papers ; No. 97-07
- Klassifikation
-
Wirtschaft
- Thema
-
Schätztheorie
Theorie
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Puhani, Patrick A.
- Ereignis
-
Veröffentlichung
- (wer)
-
Zentrum für Europäische Wirtschaftsforschung (ZEW)
- (wo)
-
Mannheim
- (wann)
-
1997
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:42 MEZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Arbeitspapier
Beteiligte
- Puhani, Patrick A.
- Zentrum für Europäische Wirtschaftsforschung (ZEW)
Entstanden
- 1997
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