Peter C. Austin

Research interests

Publications

• Missing Data in Clinical Research: A Tutorial on Multiple Imputation

  Canadian Journal of Cardiology · 2020 · 10.1016/j.cjca.2020.11.010

• Practical recommendations for reporting F ine‐ G ray model analyses for competing risk data

  Statistics in Medicine · 2017 · 10.1002/sim.7501

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

  Circulation · 2016 · https://doi.org/10.1161/circulationaha.115.017719

• The number of subjects per variable required in linear regression analyses

  Journal of Clinical Epidemiology · 2015 · https://doi.org/10.1016/j.jclinepi.2014.12.014

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

  Statistics in Medicine · 2015 · https://doi.org/10.1002/sim.6607

• Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints

  BMC Medical Research Methodology · 2014 · https://doi.org/10.1186/1471-2288-14-137

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

  Statistics in Medicine · 2013 · 10.1002/sim.5984

• A comparison of 12 algorithms for matching on the propensity score

  Statistics in Medicine · 2013 · 10.1002/sim.6004

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

  Statistics in Medicine · 2012 · 10.1002/sim.5705

• Proportion of hospital readmissions deemed avoidable: a systematic review

  Canadian Medical Association Journal · 2011 · 10.1503/cmaj.101860

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

  Multivariate Behavioral Research · 2011 · https://doi.org/10.1080/00273171.2011.568786

• 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

  American Journal of Epidemiology · 2010 · 10.1093/aje/kwq224

• Derivation and validation of an index to predict early death or unplanned readmission after discharge from hospital to the community

  Canadian Medical Association Journal · 2010 · 10.1503/cmaj.091117

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

  Pharmaceutical Statistics · 2010 · https://doi.org/10.1002/pst.433

• A Modification of the Elixhauser Comorbidity Measures Into a Point System for Hospital Death Using Administrative Data

  Medical Care · 2009 · 10.1097/mlr.0b013e31819432e5

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

  Communications in Statistics - Simulation and Computation · 2009 · 10.1080/03610910902859574

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

  Statistics in Medicine · 2009 · https://doi.org/10.1002/sim.3697

• Some Methods of Propensity‐Score Matching had Superior Performance to Others: Results of an Empirical Investigation and Monte Carlo simulations

  Biometrical Journal · 2009 · 10.1002/bimj.200810488

• A population-based study of the drug interaction between proton pump inhibitors and clopidogrel

  Canadian Medical Association Journal · 2009 · 10.1503/cmaj.082001

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

  Statistics in Medicine · 2007 · 10.1002/sim.3150

• Outcome of Heart Failure with Preserved Ejection Fraction in a Population-Based Study

  New England Journal of Medicine · 2006 · 10.1056/nejmoa051530

• A comparison of the ability of different propensity score models to balance measured variables between treated and untreated subjects: a Monte Carlo study

  Statistics in Medicine · 2006 · 10.1002/sim.2580

• Rates of Hyperkalemia after Publication of the Randomized Aldactone Evaluation Study

  New England Journal of Medicine · 2004 · 10.1056/nejmoa040135

• Predicting Mortality Among Patients Hospitalized for Heart Failure

  JAMA · 2003 · 10.1001/jama.290.19.2581

• Effects of Socioeconomic Status on Access to Invasive Cardiac Procedures and on Mortality after Acute Myocardial Infarction

  New England Journal of Medicine · 1999 · 10.1056/nejm199910283411806

Current projects

No projects listed.