Is the Magic Still There? The Use of the Heckman Two-Step Correction for Selection Bias in Criminology

Sample Selection Bias as a Specification Error

James J. Heckman · Econometrica · 1979 · 28.9K citations

Social Sciences, Economics, Behavioral Economics +16

Estimation of Relationships for Limited Dependent Variables

James Tobin · Econometrica · 1958 · 7K citations

Social Sciences, Biostatistics, Econometrics +11

Regression Diagnostics -- Identifying Influential Data and Sources of Collinearity

Chris Beaumont, D. A. Belsley, E. Kuh et al. · Journal of the Operational Research Society · 1981 · 6.5K citations

Business, Data Science, Data Analytics +13

The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models

James J. Heckman · Annals of Economic and Social Measurement · 1976 · 5.1K citations

Natural Sciences, Biostatistics, Econometrics +13

Handbook of Labor Economics

Alan Harrison, Chris Robinson, Orley Ashenfelter et al. · Canadian Journal of Economics/Revue canadienne d économique · 1989 · 3.2K citations

Social Sciences, Economics, Labor Law +12