Peter C. Austin
Impact in
- Cardiology and Cardiovascular Medicine top 0.05%
- Heart Failure Treatment and Management
- Atrial Fibrillation Management and Outcomes
- Cardiovascular Function and Risk Factors
- Statistics and Probability top 0.02%
- Advanced Causal Inference Techniques
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
- Statistical Methods in Clinical Trials
Papers in
-
- Heart Failure Treatment and Management 45
-
- Advanced Causal Inference Techniques 91
- Statistical Methods and Bayesian Inference 62
- Statistical Methods and Inference 58
- Statistical Methods in Clinical Trials 33
- Co-authors
- Jack V. Tu (179 shared papers)Douglas S. Lee (166 shared papers)Elizabeth A. Stuart (6 shared papers)Jason P. Fine (9 shared papers)Ewout W. Steyerberg (15 shared papers)Carl van Walraven (27 shared papers)Muhammad Mamdani (43 shared papers)Andreas Laupacis (33 shared papers)
- Journals
- Statistics in Medicine (59 papers)Canadian Journal of Cardiology (34 papers)American Heart Journal (29 papers)Journal of the American Heart Association (29 papers)Journal of Clinical Epidemiology (28 papers)
- Partner nations
- CanadaUnited StatesUnited Kingdom
In The Last Decade
Peter C. Austin
882 papers receiving 76.3k citations
Peter C. Austin's Hit Papers
Peers
Comparison fields: 5 of 230
- Cardiology and Cardiovascular Medicine 13.5k
- Statistics and Probability 5.7k
- Geriatrics and Gerontology 1.1k
- Nephrology 1.8k
- Emergency Medicine 2.1k
Countries citing papers authored by Peter C. Austin
This map shows the geographic impact of Peter C. Austin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Peter C. Austin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Peter C. Austin more than expected).
Fields of papers citing papers by Peter C. Austin
This network shows the impact of papers produced by Peter C. Austin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Peter C. Austin. The network helps show where Peter C. Austin may publish in the future.
Co-authors
The 25 scholars most cited alongside Peter C. Austin, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 913 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies Hit paper breakdown → | 2011 | 8430 |
| 2 | Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity‐score matched samples Hit paper breakdown → | 2009 | 4684 |
| 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 Hit paper breakdown → | 2015 | 3009 |
| 4 | Optimal caliper widths for propensity‐score matching when estimating differences in means and differences in proportions in observational studies Hit paper breakdown → | 2010 | 2791 |
| 5 | Using the Standardized Difference to Compare the Prevalence of a Binary Variable Between Two Groups in Observational Research Hit paper breakdown → | 2009 | 1868 |
| 6 | A Modification of the Elixhauser Comorbidity Measures Into a Point System for Hospital Death Using Administrative Data Hit paper breakdown → | 2009 | 1718 |
| 7 | Introduction to the Analysis of Survival Data in the Presence of Competing Risks Hit paper breakdown → | 2016 | 1689 |
| 8 | Outcome of Heart Failure with Preserved Ejection Fraction in a Population-Based Study Hit paper breakdown → | 2006 | 1537 |
| 9 | Rates of Hyperkalemia after Publication of the Randomized Aldactone Evaluation Study Hit paper breakdown → | 2004 | 1247 |
| 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 Hit paper breakdown → | 2013 | 1079 |
| 11 | Predicting Mortality Among Patients Hospitalized for Heart Failure Hit paper breakdown → | 2003 | 1058 |
| 12 | A critical appraisal of propensity‐score matching in the medical literature between 1996 and 2003 Hit paper breakdown → | 2007 | 989 |
| 13 | A comparison of the ability of different propensity score models to balance measured variables between treated and untreated subjects: a Monte Carlo study Hit paper breakdown → | 2006 | 923 |
| 14 | A comparison of 12 algorithms for matching on the propensity score Hit paper breakdown → | 2013 | 796 |
| 15 | The number of subjects per variable required in linear regression analyses Hit paper breakdown → | 2015 | 776 |
| 16 | Practical recommendations for reporting Hit paper breakdown → | 2017 | 770 |
| 17 | The performance of different propensity score methods for estimating marginal hazard ratios Hit paper breakdown → | 2012 | 738 |
| 18 | Derivation and validation of an index to predict early death or unplanned readmission after discharge from hospital to the community Hit paper breakdown → | 2010 | 722 |
| 19 | Some Methods of Propensity‐Score Matching had Superior Performance to Others: Results of an Empirical Investigation and Monte Carlo simulations Hit paper breakdown → | 2009 | 625 |
| 20 | Effects of Socioeconomic Status on Access to Invasive Cardiac Procedures and on Mortality after Acute Myocardial Infarction Hit paper breakdown → | 1999 | 574 |
About Peter C. Austin
Peter C. Austin is a scholar working on Cardiology and Cardiovascular Medicine, Statistics and Probability, Economics and Econometrics, Epidemiology and Surgery, having authored 913 papers that have together received 78.2k indexed citations. Recurring topics across this work include Advanced Causal Inference Techniques (91 papers), Health Systems, Economic Evaluations, Quality of Life (80 papers), Statistical Methods and Bayesian Inference (62 papers), Statistical Methods and Inference (58 papers), Heart Failure Treatment and Management (45 papers), Statistical Methods in Clinical Trials (33 papers), Acute Ischemic Stroke Management (30 papers) and Healthcare Policy and Management (29 papers). The work is most often cited by research in Cardiology and Cardiovascular Medicine (13.5k citations), Statistics and Probability (5.7k citations), Geriatrics and Gerontology (1.1k citations), Nephrology (1.8k citations) and Emergency Medicine (2.1k citations). Peter C. Austin has collaborated with scholars based in Canada, United States and United Kingdom. Frequent co-authors include Jack V. Tu, Douglas S. Lee, Elizabeth A. Stuart, Jason P. Fine, Ewout W. Steyerberg, Carl van Walraven, Muhammad Mamdani, Andreas Laupacis, Alan J. Forster and David A. Alter. Their work appears in journals such as Statistics in Medicine, Canadian Journal of Cardiology, American Heart Journal, Journal of the American Heart Association and Journal of Clinical Epidemiology.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.