Reducing bias in a propensity score matched-pair sample using greedy matching techniques

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

Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group

Ralph B. D’Agostino · Statistics in Medicine · 1998 · 5.4K citations

Public Health, Biostatistics, Causal Inference +16

Optimal Matching for Observational Studies

Paul R. Rosenbaum · Journal of the American Statistical Association · 1989 · 658 citations

Public Health, Biostatistics, Causal Inference +14

TUTORIAL IN BIOSTATISTICS PROPENSITY SCORE METHODS FOR BIAS REDUCTION IN THE COMPARISON OF A TREATMENT TO A NON-RANDOMIZED CONTROL GROUP

Ralph B. D’Agostino · 1998 · 505 citations

Public Health, Biostatistics, Causal Inference +16

The Bias Due to Incomplete Matching

Paul R. Rosenbaum · Cambridge University Press eBooks · 2006 · 426 citations

Public Health, Economics, Recruitment +11