Wage Subsidies for Needy Job-Seekers and Their Effect on Individual Labour Market Outcomes after the German Reforms

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

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

Public Health, Biostatistics, Psychology +14

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

An Evaluation of the Swedish System of Active Labor Market Programs in the 1990s

Barbara Sianesi · The Review of Economics and Statistics · 2004 · 1K citations

Social Sciences, Economics, Employment Policy +14