Concepedia
Children and Youth Services Review · 2019 · 35 citations · 50 references
Family MedicineFamily InvolvementPediatricsFoster CareChild CareEducationFamily StrengtheningMedicineProgram EvaluationChild Development
50
The central role of the propensity score in observational studies for causal effects
Paul R. Rosenbaum, Donald B. Rubin · Biometrika · 1983 · 30.1K citations · Full text
Behavioral Decision Making, Treatment Effect, Conditional Probability +21
SOME PRACTICAL GUIDANCE FOR THE IMPLEMENTATION OF PROPENSITY SCORE MATCHING
Marco Caliendo, Sabine Kopeinig · Journal of Economic Surveys · 2008 · 6K citations
Treatment Effect, Matching Quality, Quasi-experiment +19
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 · 5.4K citations
Human Resource Management, Programme Evaluation Bias, Bias +18
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 · 5.3K citations
Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
Paul R. Rosenbaum, Donald B. Rubin · The American Statistician · 1985 · 4.8K citations
Treatment Effect, Causal Inference, Developmental Psychology +19