Concepedia

Estimating and using propensity score in presence of missing background data: an application to assess the impact of childbearing on wellbeing

Alessandra Mattei

Statistical Methods & Applications · 2008 · 87 citations · 32 references

Concepts

Propensity ScoreFamily MedicineChild Well-beingTeenage PregnancyChild HealthReproductive HealthBackground DataMaternal HealthSocial Determinants Of HealthPublic HealthDemographyInvoluntary ChildlessnessHealth Sciences

References

32

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

Statistical Analysis With Missing Data

Maureen Lahiff, Roderick J. A. Little, Donald B. Rubin · Journal of the American Statistical Association · 1989 · 17.5K citations

Engineering, Estimation Statistic, Data Preparation +9

Inference and missing data

Donald B. Rubin · Biometrika · 1976 · 9.5K citations

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

Matching As An Econometric Evaluation Estimator

James J. Heckman, Hidehiko Ichimura, Petra Todd · The Review of Economic Studies · 1998 · 3.8K citations