The performance of different propensity score methods for estimating marginal odds ratios
Data up to Jan 2025
Total Citations Per Year
Abstract
References (19)
R: A language and environment for statistical computing.
2014 • 297,811 citations
The central role of the propensity score in observational studies for causal effects
1983 • 26,882 citations
Reducing Bias in Observational Studies Using Subclassification on the Propensity Score
1984 • 2,828 citations
An Introduction to Categorical Data Analysis
1997 • 1,971 citations
Informative Drop-Out in Longitudinal Data Analysis
1994 • 1,419 citations
A comparison of the ability of different propensity score models to balance measured variables between treated and untreated subjects: a Monte Carlo study
2006 • 1,075 citations
Controlling Bias in Observational Studies: A Review
2006 • 958 citations
The Effectiveness of Adjustment by Subclassification in Removing Bias in Observational Studies
1968 • 829 citations
Models for Discrete Longitudinal Data
2006 • 691 citations
A review of the application of propensity score methods yielded increasing use, advantages in specific settings, but not substantially different estimates compared with conventional multivariable methods
2005 • 647 citations
Biased estimates of treatment effect in randomized experiments with nonlinear regressions and omitted covariates
1984 • 647 citations
A comparison of propensity score methods: a case‐study estimating the effectiveness of post‐AMI statin use
2005 • 539 citations
Propensity score methods gave similar results to traditional regression modeling in observational studies: a systematic review
2005 • 486 citations
Principles for modeling propensity scores in medical research: a systematic literature review
2004 • 339 citations
Observational Studies
1995 • 325 citations
The use of the propensity score for estimating treatment effects: administrative versus clinical data
2005 • 221 citations
Conditioning on the propensity score can result in biased estimation of common measures of treatment effect: a Monte Carlo study
2006 • 219 citations
Effects and non‐effects of paired identical observations in comparing proportions with binary matched‐pairs data
2003 • 84 citations
Theoretical Statistics
1971 • 18 citations