Propensity-score matching with competing risks in survival analysis

The number of primary events per variable affects estimation of the subdistribution hazard competing risks model

(2017) Peter C. Austin et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Practical recommendations for reporting Fine-Gray model analyses for competing risk data

(2017) Peter C. Austin et al.   STATISTICS IN MEDICINE

Introduction to the Analysis of Survival Data in the Presence of Competing Risks

(2016) Peter C. Austin et al.   CIRCULATION

Double propensity-score adjustment: A solution to design bias or bias due to incomplete matching

(2016) Peter C Austin   STATISTICAL METHODS IN MEDICAL RESEARCH

The performance of different propensity score methods for estimating absolute effects of treatments on survival outcomes: A simulation study

(2016) Peter C Austin et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

The Cardiovascular Health in Ambulatory Care Research Team (CANHEART): Using Big Data to Measure and Improve Cardiovascular Health and Healthcare Services

(2015) J. V. Tu et al.  

Estimating the effect of treatment on binary outcomes using full matching on the propensity score

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

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

The Cardiovascular Health in Ambulatory Care Research Team (CANHEART): Using Big Data to Measure and Improve Cardiovascular Health and Healthcare Services

(2015) J. V. Tu et al.   Circulation-Cardiovascular Quality and Outcomes

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

A competing risks analysis should report results on all cause-specific hazards and cumulative incidence functions

(2013) Aurelien Latouche et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Number needed to treat for time-to-event data with competing risks

(2013) Natalia A. Gouskova et al.   STATISTICS IN MEDICINE

A comparison of 12 algorithms for matching on the propensity score

(2013) Peter C. Austin   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

Competing risks regression for clustered data

(2011) B. Zhou et al.   BIOSTATISTICS

A Tutorial on Methods to Estimating Clinically and Policy-Meaningful Measures of Treatment Effects in Prospective Observational Studies: A Review

(2011) Peter C Austin et al.  

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

(2011) Peter C. Austin   MULTIVARIATE BEHAVIORAL RESEARCH

Statistical Criteria for Selecting the Optimal Number of Untreated Subjects Matched to Each Treated Subject When Using Many-to-One Matching on the Propensity Score

(2010) Peter C. Austin   AMERICAN JOURNAL OF EPIDEMIOLOGY

Competing Risks Regression for Stratified Data

(2010) Bingqing Zhou et al.   BIOMETRICS

Optimal caliper widths for propensity-score matching when estimating differences in means and differences in proportions in observational studies

(2010) Peter C. Austin   PHARMACEUTICAL STATISTICS

The performance of different propensity-score methods for estimating differences in proportions (risk differences or absolute risk reductions) in observational studies

(2010) Peter C. Austin   STATISTICS IN MEDICINE

Competing Risk Regression Models for Epidemiologic Data

(2009) B. Lau et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

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

The Relative Ability of Different Propensity Score Methods to Balance Measured Covariates Between Treated and Untreated Subjects in Observational Studies

(2009) Peter C. Austin   MEDICAL DECISION MAKING

Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples

(2009) Peter C. Austin   STATISTICS IN MEDICINE

Primer on Statistical Interpretation or Methods Report Card on Propensity-Score Matching in the Cardiology Literature From 2004 to 2006

(2008) Peter C. Austin  

The performance of different propensity-score methods for estimating relative risks

(2008) Peter C. Austin   JOURNAL OF CLINICAL EPIDEMIOLOGY

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

(2007) Peter C. Austin   STATISTICS IN MEDICINE