Propensity score weighting under limited overlap and model misspecification

Comparative effectiveness of hysterectomy versus myomectomy on one-year health-related quality of life in women with uterine fibroids

(2020) Kedra Wallace et al.   FERTILITY AND STERILITY

Comparison of alternative approaches to trim subjects in the tails of the propensity score distribution

(2019) Robert J. Glynn et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Propensity score weighting for causal inference with multiple treatments

(2019) Fan Li et al.   Annals of Applied Statistics

Asymptotic inference of causal effects with observational studies trimmed by the estimated propensity scores

(2018) S Yang et al.   BIOMETRIKA

Propensity score weighting analysis and treatment effect discovery

(2018) Huzhang Mao et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

On adaptive propensity score truncation in causal inference

(2018) Cheng Ju et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Transcatheter Aortic Valve Replacement in Intermediate‐ and Low‐Risk Patients

(2018) Toby Rogers et al.   Journal of the American Heart Association

Balancing Covariates via Propensity Score Weighting

(2017) Fan Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available: Table 1.

(2016) Miguel A. Hernán et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

The performance of inverse probability of treatment weighting and full matching on the propensity score in the presence of model misspecification when estimating the effect of treatment on survival outcomes

(2015) Peter C Austin et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Improving Propensity Score Estimators' Robustness to Model Misspecification Using Super Learner

(2014) Romain Pirracchio et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Propensity scores for confounder adjustment when assessing the effects of medical interventions using nonexperimental study designs

(2014) T. Stürmer et al.   JOURNAL OF INTERNAL 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.  

With Great Data Comes Great Responsibility

(2011) Miguel A. Hernán   EPIDEMIOLOGY

An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies

(2011) Peter C. Austin   MULTIVARIATE BEHAVIORAL RESEARCH

Weight Trimming and Propensity Score Weighting

(2011) Brian K. Lee et al.   PLoS One

Invited Commentary: Positivity in Practice

(2010) D. Westreich et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Treatment Effects in the Presence of Unmeasured Confounding: Dealing With Observations in the Tails of the Propensity Score Distribution--A Simulation Study

(2010) T. Sturmer et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Irregular Identification, Support Conditions, and Inverse Weight Estimation

(2010)   ECONOMETRICA

The role of the c-statistic in variable selection for propensity score models

(2010) Daniel Westreich et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Diagnosing and responding to violations in the positivity assumption

(2010) Maya L Petersen et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Dealing with limited overlap in estimation of average treatment effects

(2009) R. K. Crump et al.   BIOMETRIKA

Constructing Inverse Probability Weights for Marginal Structural Models

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