Alternative approaches for confounding adjustment in observational studies using weighting based on the propensity score: a primer for practitioners

Extension of Disease Risk Score-Based Confounding Adjustments for Multiple Outcomes Of Interest- An Empirical Evaluation

(2018) Rishi J Desai et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

A Propensity-score-based Fine Stratification Approach for Confounding Adjustment When Exposure Is Infrequent

(2017) Rishi J. Desai et al.   EPIDEMIOLOGY

Matching Weights to Simultaneously Compare Three Treatment Groups

(2017) Kazuki Yoshida et al.   EPIDEMIOLOGY

Antipsychotic Use in Pregnancy and the Risk for Congenital Malformations

(2016) Krista F. Huybrechts et al.   JAMA Psychiatry

Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies

(2015) Peter C. Austin et al.   STATISTICS IN MEDICINE

Effectiveness and Safety of Dabigatran and Warfarin in Real-World US Patients With Non-Valvular Atrial Fibrillation: A Retrospective Cohort Study

(2015) J. C. Lauffenburger et al.   Journal of the American Heart Association

The Role of Prediction Modeling in Propensity Score Estimation: An Evaluation of Logistic Regression, bCART, and the Covariate-Balancing Propensity Score

(2014) Richard Wyss et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

On regression adjustment for the propensity score

(2014) S. Vansteelandt et al.   STATISTICS IN MEDICINE

Propensity Score Methods for Confounding Control in Nonexperimental Research

(2013) M. Alan Brookhart et al.  

A Weighting Analogue to Pair Matching in Propensity Score Analysis

(2013) Liang Li et al.  

Metrics for covariate balance in cohort studies of causal effects

(2013) Jessica M. Franklin et al.   STATISTICS IN MEDICINE

Variable selection for propensity score models when estimating treatment effects on multiple outcomes: a simulation study

(2012) Richard Wyss et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Model misspecification and robustness in causal inference: comparing matching with doubly robust estimation

(2012) Ingeborg Waernbaum   STATISTICS IN MEDICINE

The performance of different propensity score methods for estimating marginal hazard ratios

(2012) Peter C. Austin   STATISTICS IN MEDICINE

Effects of Adjusting for Instrumental Variables on Bias and Precision of Effect Estimates

(2011) Jessica A. Myers et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Weight Trimming and Propensity Score Weighting

(2011) Brian K. Lee et al.   PLoS One

Using the Standardized Difference to Compare the Prevalence of a Binary Variable Between Two Groups in Observational Research

(2009) Peter C. Austin   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Constructing Inverse Probability Weights for Marginal Structural Models

(2008) S. R. Cole et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Evaluating uses of data mining techniques in propensity score estimation: a simulation study

(2008) Soko Setoguchi et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY