Optimal Multilevel Matching in Clustered Observational Studies: A Case Study of the Effectiveness of Private Schools Under a Large-Scale Voucher System

Large, Sparse Optimal Matching With Refined Covariate Balance in an Observational Study of the Health Outcomes Produced by New Surgeons

(2015) Samuel D. Pimentel et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

From sample average treatment effect to population average treatment effect on the treated: combining experimental with observational studies to estimate population treatment effects

(2015) Erin Hartman et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Examining Causes of Racial Disparities in General Surgical Mortality

(2015) Jeffrey H. Silber et al.   MEDICAL CARE

Matching for balance, pairing for heterogeneity in an observational study of the effectiveness of for-profit and not-for-profit high schools in Chile

(2014) José R. Zubizarreta et al.   Annals of Applied Statistics

Clustered Treatment Assignments and Sensitivity to Unmeasured Biases in Observational Studies

(2013) Ben B. Hansen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Propensity score weighting with multilevel data

(2013) Fan Li et al.   STATISTICS IN MEDICINE

Matching for Several Sparse Nominal Variables in a Case-Control Study of Readmission Following Surgery

(2012) José R. Zubizarreta et al.   AMERICAN STATISTICIAN

Testing one hypothesis twice in observational studies

(2012) P. R. Rosenbaum   BIOMETRIKA

Using Mixed Integer Programming for Matching in an Observational Study of Kidney Failure After Surgery

(2012) José R. Zubizarreta   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Optimal Nonbipartite Matching and Its Statistical Applications

(2011) Bo Lu et al.   AMERICAN STATISTICIAN

Optimal Matching of an Optimally Chosen Subset in Observational Studies

(2011) Paul R. Rosenbaum   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

The specification of the propensity score in multilevel observational studies

(2010) Bruno Arpino et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

The use of propensity scores to assess the generalizability of results from randomized trials

(2010) Elizabeth A. Stuart et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Matching Methods for Causal Inference: A Review and a Look Forward

(2010) Elizabeth A. Stuart   STATISTICAL SCIENCE

Dealing with limited overlap in estimation of average treatment effects

(2009) R. K. Crump et al.   BIOMETRIKA

Attributing Effects to a Cluster-Randomized Get-Out-the-Vote Campaign

(2009) Ben B. Hansen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sensitivity Analysis for Equivalence and Difference in an Observational Study of Neonatal Intensive Care Units

(2009) Paul R. Rosenbaum et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Testing hypotheses in order

(2008) P. R. Rosenbaum   BIOMETRIKA

Randomization Inference in a Group–Randomized Trial of Treatments for Depression

(2008) Dylan S Small et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

War and Wages

(2008) Dylan S Small et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION