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Journal of Economic Surveys, ISSN 0950-0804, 02/2008, Volume 22, Issue 1, pp. 31 - 72
Journal Article
Journal of Statistical Software, ISSN 1548-7660, 2011, Volume 42, Issue 7, pp. 1 - 52
Matching is an R package which provides functions for multivariate and propensity score matching and for finding optimal covariate balance based on a genetic... 
Causal inference | Genetic optimization | Propensity score matching | Multivariate matching | DISTRIBUTIONS | propensity score matching | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | REDUCTION | ESTIMATORS | STATISTICS & PROBABILITY | ASSESSING PARTISAN BIAS | genetic optimization | causal inference | multivariate matching | TRAINING-PROGRAMS | DESIGNS
Journal Article
Journal Article
JOURNAL OF FOOT & ANKLE SURGERY, ISSN 1067-2516, 03/2017, Volume 56, Issue 2, pp. 417 - 420
Randomized controlled trials are viewed as the optimal study design. In this commentary, we explore the strength of this design and its complexity. We also... 
SURGERY | propensity score matching | ORTHOPEDICS | indication bias | randomized controlled trial
Journal Article
Journal of Foot and Ankle Surgery, The, ISSN 1067-2516, 2017, Volume 56, Issue 2, pp. 417 - 420
Abstract Randomized controlled trials are viewed as the optimal study design. In this commentary, we explore the strength of this design and its complexity. We... 
Orthopedics | propensity score matching | indication bias | randomized controlled trial | Propensity Score | Random Allocation | Research Design | Humans | Case-Control Studies | Randomized Controlled Trials as Topic | Medicine, Preventive | Preventive health services | Index Medicus
Journal Article
American Journal of Epidemiology, ISSN 0002-9262, 09/2018, Volume 187, Issue 9, pp. 1951 - 1961
Abstract Recent work has demonstrated that propensity score matching may lead to increased covariate imbalance, even with the corresponding decrease in... 
Propensity score matching | Covariate balance | Propensity score | Mahalanobis distance matching | propensity score matching | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | CAUSAL INFERENCE | BIAS | METRICS | COVARIATE | COHORT | ADJUSTMENT | covariate balance | propensity score | Index Medicus | Practice of Epidemiology
Journal Article
American Journal of Epidemiology, ISSN 0002-9262, 08/2018, Volume 187, Issue 8, pp. 1799 - 1807
Abstract Postapproval drug safety studies often use propensity scores (PSs) to adjust for a large number of baseline confounders. These studies may involve... 
Simulation | Propensity score matching | Subgroup analyses | SYSTEM | subgroup analyses | propensity score matching | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | simulation | FOOD | Index Medicus
Journal Article
American Journal of Epidemiology, ISSN 0002-9262, 01/2014, Volume 179, Issue 2, pp. 226 - 235
Matching on the propensity score is widely used to estimate the effect of an exposure in observational studies. However, the quality of the matches can be... 
caliper | covariate balance | matching | propensity score | REMOVE BIAS | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | CAUSAL | Propensity Score | Epidemiologic Methods | Bias | Humans | Usage | Calipers | Analysis | Simulation methods | Propensity scores | Estimation bias | Estimating techniques | Simulation | Decision making | Measuring instruments | Human exposure | Index Medicus | Practice of Epidemiology
Journal Article
The World Bank Economic Review, ISSN 1564-698X, 02/2019, Volume 33, Issue 1, pp. 95 - 115
Abstract We evaluate effectiveness of microfinance using Propensity Score Matching (PSM) method applied to data collected in a recent randomized control trial.... 
microfinance | BUSINESS, FINANCE | DEVELOPMENT STUDIES | propensity score matching | IMPACT | MICROCREDIT EVIDENCE | POOR | BANGLADESH | ECONOMICS | poverty | ESTIMATOR | ACCESS
Journal Article
Journal Article
World Development, ISSN 0305-750X, 2010, Volume 38, Issue 7, pp. 1024 - 1035
Journal Article
Journal Article