Variance estimation when using inverse probability of treatment weighting (IPTW) with survival analysis

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

ipw: AnRPackage for Inverse Probability Weighting

(2015) Willem M. van der Wal et al.   Journal of Statistical Software

The use of bootstrapping when using propensity-score matching without replacement: a simulation study

(2014) Peter C. Austin et al.   STATISTICS IN MEDICINE

Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases

(2013) Jessica M. Franklin et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Variance reduction in randomised trials by inverse probability weighting using the propensity score

(2013) Elizabeth J. Williamson et al.   STATISTICS IN MEDICINE

The use of propensity score methods with survival or time-to-event outcomes: reporting measures of effect similar to those used in randomized experiments

(2013) Peter C. Austin   STATISTICS IN MEDICINE

Propensity score applied to survival data analysis through proportional hazards models: a Monte Carlo study

(2012) Etienne Gayat et al.   PHARMACEUTICAL STATISTICS

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

(2012) Peter C. Austin   STATISTICS IN MEDICINE

A Tutorial and Case Study in Propensity Score Analysis: An Application to Estimating the Effect of In-Hospital Smoking Cessation Counseling on Mortality

(2011) Peter C. Austin   MULTIVARIATE BEHAVIORAL RESEARCH

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

(2011) Peter C. Austin   MULTIVARIATE BEHAVIORAL RESEARCH

Type I Error Rates, Coverage of Confidence Intervals, and Variance Estimation in Propensity-Score Matched Analyses

(2009) Peter C Austin  

Effectiveness of Public Report Cards for Improving the Quality of Cardiac Care

(2009) Jack V. Tu et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

A substantial and confusing variation exists in handling of baseline covariates in randomized controlled trials: a review of trials published in leading medical journals

(2009) Peter C. Austin et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Use of Stabilized Inverse Propensity Scores as Weights to Directly Estimate Relative Risk and Its Confidence Intervals

(2009) Stanley Xu et al.   VALUE IN HEALTH

Constructing Inverse Probability Weights for Marginal Structural Models

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

On the Failure of the Bootstrap for Matching Estimators

(2008)   ECONOMETRICA

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

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

A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003

(2007) Peter C. Austin   STATISTICS IN MEDICINE