How Do Academic Achievement and Gender Affect the Earnings of STEM Majors? A Propensity Score Matching Approach

The central role of the propensity score in observational studies for causal effects

Paul R. Rosenbaum, Donald B. Rubin · Biometrika · 1983 · 31K citations · Full text

Public Health, Biostatistics, Causal Inference +16

American Economic Review

AEA Papers and Proceedings · 2019 · 11K citations

Social Sciences, Business Economics, Economics +2

SOME PRACTICAL GUIDANCE FOR THE IMPLEMENTATION OF PROPENSITY SCORE MATCHING

Marco Caliendo, Sabine Kopeinig · Journal of Economic Surveys · 2008 · 6.2K citations

Public Health, Biostatistics, Causal Inference +16

Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme

James J. Heckman, Hidehiko Ichimura, Petra Todd · The Review of Economic Studies · 1997 · 5.5K citations

Social Sciences, Economics, Econometrics +15

Propensity Score-Matching Methods for Nonexperimental Causal Studies

Rajeev Dehejia, Sadek Wahba · The Review of Economics and Statistics · 2002 · 4.9K citations

Public Health, Biostatistics, Causal Inference +16