Are multiple speed cameras more effective than a single one? Causal analysis of the safety impacts of multiple speed cameras

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

Estimating causal effects of treatments in randomized and nonrandomized studies.

Donald B. Rubin · Journal of Educational Psychology · 1974 · 9.5K citations · Full text

Public Health, Behavioral Sciences, Psychology +13

PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing

Edwin Leuven, Barbara Sianesi · Statistical Software Components · 2003 · 2.2K citations

Public Health, Biostatistics, Statistics +10

Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study

Jared Lunceford, Marie Davidian · Statistics in Medicine · 2004 · 1.7K citations

Public Health, Biostatistics, Causal Inference +16

Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data

James M. Robins, Andrea Rotnitzky, Lue Ping Zhao · Journal of the American Statistical Association · 1995 · 1.5K citations

Public Health, Biostatistics, Epidemiologic Methods +16