Matching Using Estimated Propensity Scores: Relating Theory to Practice

1996/03/01 by Donald B. Rubin, Neal Thomas · 39 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference

paper · doi:10.2307/2533160

Cited by

• Recent Developments in the Econometrics of Program Evaluation
• Causal Inference Is Not Just a Statistics Problem
• Matching Estimators of Causal Effects
• Selection Bias in Web Surveys and the Use of Propensity Scores
• Variable Selection for Propensity Score Models
• Nonresponse versus Measurement Error
• 8. Misunderstandings Between Experimentalists and Observationalists About Causal Inference
• Tracking Pupils Into Adulthood: Selective Schools and Long-Term Human Capital
• On making causal claims: A review and recommendations
• Home food procurement impacts food security and diet quality during COVID-19
• A study on the impact of open doors: investigating the influence of short leave and open prison on recidivism rates
• SOME PRACTICAL GUIDANCE FOR THE IMPLEMENTATION OF PROPENSITY SCORE MATCHING
• Causal inference in randomized clinical trials
• Effect of Transition Planning on Postsecondary Support Receipt by Students With Disabilities
• Health financing for the poor produces promising short-term effects on utilization and out-of-pocket expenditure: evidence from Vietnam. [europepmc]
• Propensity score techniques and the assessment of measured covariate balance to test causal associations in psychological research. [europepmc]
• Acupuncture and chiropractic care for chronic pain in an integrated health plan: a mixed methods study. [europepmc]
• Evaluation of the propensity score methods for estimating marginal odds ratios in case of small sample size. [europepmc]
• Efficacy of renal replacement therapy in critically ill patients: a propensity analysis. [europepmc]
• Direct and indirect determinants of childhood malaria morbidity in Malawi: a survey cross-sectional analysis based on malaria indicator survey data for 2012. [europepmc]
• Access to healthcare and financial risk protection for older adults in Mexico: secondary data analysis of a national survey. [europepmc]
• Assessing the impact of waste picking on musculoskeletal disorders among waste pickers in Mumbai, India: a cross-sectional study. [europepmc]
• On the use of propensity scores in case of rare exposure. [europepmc]
• A community-engaged randomized controlled trial of an integrative intervention with HIV-positive, methamphetamine-using men who have sex with men. [europepmc]
• β-Blocker after severe traumatic brain injury is associated with better long-term functional outcome: a matched case control study. [europepmc]
• Developing and Applying the Propensity Score to Make Causal Inferences: Variable Selection and Stratification. [europepmc]
• Prevalence, predictors and economic burden of morbidities among waste-pickers of Mumbai, India: a cross-sectional study. [europepmc]
• Impact of peri-operative blood transfusion on post-operative infections after radical gastrectomy for gastric cancer: a propensity score matching analysis focusing on the timing, amount of transfusion and role of leukocyte depletion. [europepmc]
• Clinicopathological features and prognosis of young gastric cancer patients following radical gastrectomy: a propensity score matching analysis. [europepmc]
• Propensity Score Methods in Health Technology Assessment: Principles, Extended Applications, and Recent Advances. [europepmc]
• Does microvascular invasion in Barcelona Clinic Liver Cancer stage A multinodular hepatocellular carcinoma indicate early-stage behavior? [europepmc]
• Association Between Renin-Angiotensin System Blockade Discontinuation and All-Cause Mortality Among Persons With Low Estimated Glomerular Filtration Rate. [europepmc]
• Impact of Surgical Margin on the Prognosis of Early Hepatocellular Carcinoma (≤5 cm): A Propensity Score Matching Analysis. [europepmc]
• A High Preoperative Platelet-Lymphocyte Ratio Is a Negative Predictor of Survival After Liver Resection for Hepatitis B Virus-Related Hepatocellular Carcinoma: A Retrospective Study . [europepmc]
• Exit Strategies in Natalizumab-Treated RRMS at High Risk of Progressive Multifocal Leukoencephalopathy: a Multicentre Comparison Study. [europepmc]
• Risk of Thyroid Cancer Associated with Use of Liraglutide and Other Antidiabetic Drugs in a US Commercially Insured Population. [europepmc]
• The short-term and oncologic outcomes of younger VS older colorectal cancer patients undergoing primary surgery: a propensity score matching analysis. [europepmc]
• Impact of pathological response after preoperative transcatheter arterial chemoembolization (TACE) on incidences of microvascular invasion and early tumor recurrence in hepatocellular carcinoma: a multicenter propensity score matching analysis. [europepmc]
• Impella Versus Intra-Aortic Balloon Pump in Patients With Cardiogenic Shock Treated With Venoarterial Extracorporeal Membrane Oxygenation: An Observational Study. [europepmc]