A matching method for improving covariate balance in cost-effectiveness analyses

Genetic Optimization Using Derivatives: ThergenoudPackage forR

(2015) Walter R. Mebane et al.   Journal of Statistical Software

Multivariate and Propensity Score Matching Software with Automated Balance Optimization: TheMatchingPackage forR

(2015) Jasjeet S. Sekhon   Journal of Statistical Software

Overadjustment Bias and Unnecessary Adjustment in Epidemiologic Studies

(2009) Enrique F. Schisterman et al.   EPIDEMIOLOGY

The Relative Ability of Different Propensity Score Methods to Balance Measured Covariates Between Treated and Untreated Subjects in Observational Studies

(2009) Peter C. Austin   MEDICAL DECISION MAKING

Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples

(2009) Peter C. Austin   STATISTICS IN MEDICINE

On regression adjustments in experiments with several treatments

(2008) David A. Freedman   Annals of Applied Statistics

For objective causal inference, design trumps analysis

(2008) Donald B. Rubin   Annals of Applied Statistics

Post hoc insights from PAC-Man—The U.K. pulmonary artery catheter trial*

(2008) Sheila E. Harvey et al.   CRITICAL CARE MEDICINE

Evaluating Health Care Programs by Combining Cost with Quality of Life Measures: A Case Study Comparing Capitation and Fee for Service

(2008) Richard Grieve et al.   HEALTH SERVICES RESEARCH

Misunderstandings between experimentalists and observationalists about causal inference

(2008) Kosuke Imai et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Measuring the effectiveness of protected area networks in reducing deforestation

(2008) K. S. Andam et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

On regression adjustments to experimental data

(2007) David A. Freedman   ADVANCES IN APPLIED MATHEMATICS

A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003

(2007) Peter C. Austin   STATISTICS IN MEDICINE