Standout Papers

An Introduction to Propensity Score Methods for Reducing the Effects of Confounding i... 2009 2026 2014 2020 7.8k
  1. An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies (2011)
    Peter C. Austin Multivariate Behavioral Research
  2. Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity‐score matched samples (2009)
    Peter C. Austin Statistics in Medicine
  3. 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, Elizabeth A. Stuart Statistics in Medicine
  4. 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
  5. 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
  6. A Modification of the Elixhauser Comorbidity Measures Into a Point System for Hospital Death Using Administrative Data (2009)
    Carl van Walraven, Peter C. Austin et al. Medical Care
  7. Introduction to the Analysis of Survival Data in the Presence of Competing Risks (2016)
    Peter C. Austin, Douglas S. Lee et al. Circulation
  8. Outcome of Heart Failure with Preserved Ejection Fraction in a Population-Based Study (2006)
    R. Sacha Bhatia, Jack V. Tu et al. New England Journal of Medicine
  9. Rates of Hyperkalemia after Publication of the Randomized Aldactone Evaluation Study (2004)
    David N. Juurlink, Muhammad Mamdani et al. New England Journal of Medicine
  10. 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
  11. Predicting Mortality Among Patients Hospitalized for Heart Failure (2003)
    Douglas S. Lee, Peter C. Austin et al. JAMA
  12. A critical appraisal of propensity‐score matching in the medical literature between 1996 and 2003 (2007)
    Peter C. Austin Statistics in Medicine
  13. A comparison of the ability of different propensity score models to balance measured variables between treated and untreated subjects: a Monte Carlo study (2006)
    Peter C. Austin, Paul Grootendorst et al. Statistics in Medicine
  14. A comparison of 12 algorithms for matching on the propensity score (2013)
    Peter C. Austin Statistics in Medicine
  15. The number of subjects per variable required in linear regression analyses (2015)
    Peter C. Austin, Ewout W. Steyerberg Journal of Clinical Epidemiology
  16. The performance of different propensity score methods for estimating marginal hazard ratios (2012)
    Peter C. Austin Statistics in Medicine
  17. Practical recommendations for reportingFine‐Gray model analyses for competing risk data (2017)
    Peter C. Austin, Jason P. Fine Statistics in Medicine
  18. Derivation and validation of an index to predict early death or unplanned readmission after discharge from hospital to the community (2010)
    Carl van Walraven, Irfan A. Dhalla et al. Canadian Medical Association Journal
  19. Some Methods of Propensity‐Score Matching had Superior Performance to Others: Results of an Empirical Investigation and Monte Carlo simulations (2009)
    Peter C. Austin Biometrical Journal
  20. Effects of Socioeconomic Status on Access to Invasive Cardiac Procedures and on Mortality after Acute Myocardial Infarction (1999)
    David A. Alter, C. David Naylor et al. New England Journal of Medicine
  21. Proportion of hospital readmissions deemed avoidable: a systematic review (2011)
    Carl van Walraven, Carol Bennett et al. Canadian Medical Association Journal
  22. Reader's guide to critical appraisal of cohort studies: 2. Assessing potential for confounding (2005)
    Muhammad Mamdani, Kathy Sykora et al. BMJ
  23. A population-based study of the drug interaction between proton pump inhibitors and clopidogrel (2009)
    David N. Juurlink, Tara Gomes et al. Canadian Medical Association Journal
  24. Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints (2014)
    Tjeerd van der Ploeg, Peter C. Austin et al. BMC Medical Research Methodology
  25. Missing Data in Clinical Research: A Tutorial on Multiple Imputation (2020)
    Peter C. Austin, Ian R. White et al. Canadian Journal of Cardiology
  26. Intermediate and advanced topics in multilevel logistic regression analysis (2017)
    Peter C. Austin, Juan Merlo Statistics in Medicine
  27. Variance estimation when using inverse probability of treatment weighting (IPTW) with survival analysis (2016)
    Peter C. Austin Statistics in Medicine
  28. A Tutorial on Multilevel Survival Analysis: Methods, Models and Applications (2017)
    Peter C. Austin International Statistical Review
  29. Estimated Effectiveness of COVID-19 Vaccines Against Omicron or Delta Symptomatic Infection and Severe Outcomes (2022)
    Sarah A. Buchan, Hannah Chung et al. JAMA Network Open
  30. Effectiveness of COVID-19 vaccines against symptomatic SARS-CoV-2 infection and severe outcomes with variants of concern in Ontario (2022)
    Sharifa Nasreen, Hannah Chung et al. Nature Microbiology

Immediate Impact

2 by Nobel laureates 4 from Science/Nature 86 standout
Sub-graph 1 of 20

Citing Papers

Long COVID: a clinical update
2024 Standout
Increased occurrences of consecutive La Niña events under global warming
2023 StandoutNature
9 intermediate papers

Works of Peter C. Austin being referenced

Post-acute health care burden after SARS-CoV-2 infection: a retrospective cohort study
2022
Bootstrap Methods for Developing Predictive Models
2004
and 5 more

Author Peers

Author Last Decade Papers Cites
Peter C. Austin 20333 9426 6142 14048 11030 895 72.2k
Ewout W. Steyerberg 12315 5711 3538 22901 16059 1.1k 81.0k
Stuart Pocock 34883 8313 6238 31770 16294 569 137.2k
John P. A. Ioannidis 14962 11577 6500 25317 17450 1.1k 180.8k
Karel G.M. Moons 9647 4121 2812 9911 9620 467 51.8k
P.J. Devereaux 16224 5097 1357 23695 9776 395 91.9k
Jonathan A C Sterne 7358 4024 2892 12776 11572 380 80.4k
Robert J. Glynn 12922 8271 3930 14218 8795 574 59.2k
Jan P. Vandenbroucke 12836 5045 1452 21047 15026 439 107.2k
Kenneth F. Schulz 8302 8270 3745 16865 9976 210 98.9k
Holger J. Schünemann 8378 8513 1033 14708 10391 693 82.6k

All Works

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2026