Assessing the Effectiveness of Correctional Sanctions

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

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

Reducing Bias in Observational Studies Using Subclassification on the Propensity Score

Paul R. Rosenbaum, Donald B. Rubin · Journal of the American Statistical Association · 1984 · 3.2K citations · Full text

Public Health, Biostatistics, Cardiology +17

Reducing Bias in Observational Studies Using Subclassification on the Propensity Score

Paul R. Rosenbaum, Donald B. Rubin · Journal of the American Statistical Association · 1984 · 3.1K citations

Public Health, Biostatistics, Cardiology +17

Estimation of Average Treatment Effects Based on Propensity Scores

Sascha O. Becker, Andrea Ichino · The Stata Journal Promoting communications on statistics and Stata · 2002 · 2.8K citations · Full text

Public Health, Economics, Causal Inference +14