Peter C Austin (P C Austin)

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 90

Top Venues

Journal of the American Heart Association

Statistics in medicine

Statistical methods in medical research

Stroke

Institute for Clinical Evaluative Sciences

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Institute for Clinical Evaluative Sciences

Canada

Senior Scientist

University of Toronto

Canada

Professor :: Institute for Health Policy, Management and Evaluation

Publications

Rafael N Miranda, Peter C Austin, Stephen E Fremes, Mamas Andreas Mamas, Maneesh K Sud, David M J Naimark, Harindra C Wijeysundera
Wait-times Benchmarks for risk-based prioritization in Transcatheter Aortic Valve Implantation: a simulation study. European heart journal. Quality of care & clinical outcomes (2024)
Guy Cafri, Stephen Fortin, Peter C Austin
Minimizing confounding in comparative observational studies with time-to-event outcomes: An extensive comparison of covariate balancing methods using Monte Carlo simulation. Statistical methods in medical research (2024)
Jungyeon Moon, Jacob A Udell, Alice Chong, Jiming Fang, Peter C Austin, Dennis T Ko, Therese A Stukel, Clare L Atzema, Gillian Lynn Booth, Karen Tu, David M J Naimark, Cynthia A Jackevicius
Time to SGLT2 Inhibitors Initiation in Patients With Heart Failure. Journal of the American Heart Association (2024)
Manav V Vyas, Gustavo Saposnik, Amy Ying Xin Yu, Peter C Austin, Anna Chu, Rea Alonzo, Jiming Fang, Charlotte Lee, Fatima Quraishi, Seema Marwaha, Moira K Kapral
Association Between Immigration Status and Ambulatory Secondary Stroke Preventive Care in Ontario, Canada. Neurology 103 (1) (2024)
Peter C Austin
The performance of marginal structural models for estimating risk differences and relative risks using weighted univariate generalized linear models. Statistical methods in medical research 33 (6) (2024)
Rafael N Miranda, Feng Qiu, Ragavie Manoragavan, Peter C Austin, David M J Naimark, Stephen E Fremes, Dennis T Ko, Mina Madan, Mamas Andreas Mamas, Maneesh K Sud, Derrick Tam, Harindra C Wijeysundera
Transcatheter Aortic Valve Implantation Wait-Time Management: Derivation and Validation of the Canadian TAVI Triage Tool (CAN3T). Journal of the American Heart Association 13 (5) (2024)
Peter C Austin
The performance of marginal structural models for estimating risk differences and relative risks using weighted univariate generalized linear models. Statistical methods in medical research 33 (6) (2024)
Amy Ying Xin Yu, Peter C Austin, Cynthia A Jackevicius, Anna Chu, Jessalyn K Holodinsky, Michael D Hill, Noreen Kamal, Mukesh Kumar, Douglas S Lee, Manav V Vyas, Raed A Joundi, Nadia A Khan, Moira K Kapral, Candace D McNaughton
Population Trends of New Prescriptions for Antihyperglycemics and Antihypertensives Between 2014 and 2022. Journal of the American Heart Association 13 (8) (2024)
Jungyeon Moon, Jacob A Udell, Alice Chong, Jiming Fang, Peter C Austin, Dennis T Ko, Therese A Stukel, Clare L Atzema, Gillian Lynn Booth, Karen Tu, David M J Naimark, Cynthia A Jackevicius
Time to SGLT2 Inhibitors Initiation in Patients With Heart Failure. Journal of the American Heart Association 13 (8) (2024)
Manav V Vyas, Gustavo Saposnik, Amy Ying Xin Yu, Peter C Austin, Anna Chu, Rea Alonzo, Jiming Fang, Charlotte Lee, Fatima Quraishi, Seema Marwaha, Moira K Kapral
Association Between Immigration Status and Ambulatory Secondary Stroke Preventive Care in Ontario, Canada. Neurology 103 (1) (2024)
Rafael N Miranda, Feng Qiu, Ragavie Manoragavan, Peter C Austin, David M J Naimark, Stephen E Fremes, Dennis T Ko, Mina Madan, Mamas Andreas Mamas, Maneesh K Sud, Derrick Tam, Harindra C Wijeysundera
Transcatheter Aortic Valve Implantation Wait-Time Management: Derivation and Validation of the Canadian TAVI Triage Tool (CAN3T). Journal of the American Heart Association (2024)
Jungyeon Moon, Jacob A Udell, Alice Chong, Jiming Fang, Peter C Austin, Dennis T Ko, Therese A Stukel, Clare L Atzema, Gillian Lynn Booth, Karen Tu, David M J Naimark, Cynthia A Jackevicius
Time to SGLT2 Inhibitors Initiation in Patients With Heart Failure. Journal of the American Heart Association 13 (8) (2024)
Amy Ying Xin Yu, Peter C Austin, Cynthia A Jackevicius, Anna Chu, Jessalyn K Holodinsky, Michael D Hill, Noreen Kamal, Mukesh Kumar, Douglas S Lee, Manav V Vyas, Raed A Joundi, Nadia A Khan, Moira K Kapral, Candace D McNaughton
Population Trends of New Prescriptions for Antihyperglycemics and Antihypertensives Between 2014 and 2022. Journal of the American Heart Association 13 (8) (2024)
Peter C Austin
The performance of marginal structural models for estimating risk differences and relative risks using weighted univariate generalized linear models. Statistical methods in medical research (2024)
Amy Ying Xin Yu, Peter C Austin, Cynthia A Jackevicius, Anna Chu, Jessalyn K Holodinsky, Michael D Hill, Noreen Kamal, Mukesh Kumar, Douglas S Lee, Manav V Vyas, Raed A Joundi, Nadia A Khan, Moira K Kapral, Candace D McNaughton
Population Trends of New Prescriptions for Antihyperglycemics and Antihypertensives Between 2014 and 2022. Journal of the American Heart Association (2024)
Rafael N Miranda, Feng Qiu, Ragavie Manoragavan, Peter C Austin, David M J Naimark, Stephen E Fremes, Dennis T Ko, Mina Madan, Mamas Andreas Mamas, Maneesh K Sud, Derrick Tam, Harindra C Wijeysundera
Transcatheter Aortic Valve Implantation Wait-Time Management: Derivation and Validation of the Canadian TAVI Triage Tool (CAN3T). Journal of the American Heart Association 13 (5) (2024)
Rafael N Miranda, Feng Qiu, Ragavie Manoragavan, Peter C Austin, David M J Naimark, Stephen E Fremes, Dennis T Ko, Mina Madan, Mamas Andreas Mamas, Maneesh K Sud, Derrick Tam, Harindra C Wijeysundera
Transcatheter Aortic Valve Implantation Wait-Time Management: Derivation and Validation of the Canadian TAVI Triage Tool (CAN3T). Journal of the American Heart Association 13 (5) (2024)
Jungyeon Moon, Jacob A Udell, Alice Chong, Jiming Fang, Peter C Austin, Dennis T Ko, Therese A Stukel, Clare L Atzema, Gillian Lynn Booth, Karen Tu, David M J Naimark, Cynthia A Jackevicius
Time to SGLT2 Inhibitors Initiation in Patients With Heart Failure. Journal of the American Heart Association 13 (8) (2024)
Peter C Austin
The effect of number of clusters and magnitude of within-cluster homogeneity in outcomes on the performance of four variance estimators for a marginal multivariable Cox regression model fit to clustered data in the context of observational research. Statistics in medicine 43 (17) (2024)
Peter C Austin
The performance of marginal structural models for estimating risk differences and relative risks using weighted univariate generalized linear models. Statistical methods in medical research 33 (6) (2024)
Rafael N Miranda, Feng Qiu, Ragavie Manoragavan, Peter C Austin, David M J Naimark, Stephen E Fremes, Dennis T Ko, Mina Madan, Mamas Andreas Mamas, Maneesh K Sud, Derrick Tam, Harindra C Wijeysundera
Transcatheter Aortic Valve Implantation Wait-Time Management: Derivation and Validation of the Canadian TAVI Triage Tool (CAN3T). Journal of the American Heart Association 13 (5) (2024)
Amy Ying Xin Yu, Peter C Austin, Cynthia A Jackevicius, Anna Chu, Jessalyn K Holodinsky, Michael D Hill, Noreen Kamal, Mukesh Kumar, Douglas S Lee, Manav V Vyas, Raed A Joundi, Nadia A Khan, Moira K Kapral, Candace D McNaughton
Population Trends of New Prescriptions for Antihyperglycemics and Antihypertensives Between 2014 and 2022. Journal of the American Heart Association 13 (8) (2024)
Jungyeon Moon, Jacob A Udell, Alice Chong, Jiming Fang, Peter C Austin, Dennis T Ko, Therese A Stukel, Clare L Atzema, Gillian Lynn Booth, Karen Tu, David M J Naimark, Cynthia A Jackevicius
Time to SGLT2 Inhibitors Initiation in Patients With Heart Failure. Journal of the American Heart Association 13 (8) (2024)
Amy Ying Xin Yu, Peter C Austin, Cynthia A Jackevicius, Anna Chu, Jessalyn K Holodinsky, Michael D Hill, Noreen Kamal, Mukesh Kumar, Douglas S Lee, Manav V Vyas, Raed A Joundi, Nadia A Khan, Moira K Kapral, Candace D McNaughton
Population Trends of New Prescriptions for Antihyperglycemics and Antihypertensives Between 2014 and 2022. Journal of the American Heart Association 13 (8) (2024)
Peter C Austin
The effect of number of clusters and magnitude of within-cluster homogeneity in outcomes on the performance of four variance estimators for a marginal multivariable Cox regression model fit to clustered data in the context of observational research. Statistics in medicine (2024)
Peter C Austin
Propensity Score Analysis With Baseline and Follow-Up Measurements of the Outcome Variable. Pharmaceutical statistics (2024)
Nelson Lee, Lena Nguyen, Peter C Austin, Kevin A Brown, Ramandip Grewal, Sarah E Wilson, Sharifa Nasreen, Jonathan Gubbay, Kevin L Schwartz, Mina Tadrous, Kumanan Wilson, Sarah E Wilson, Jeffrey C Kwong
Protection conferred by COVID-19 vaccination, prior SARS-CoV-2 infection, or hybrid immunity against Omicron-associated severe outcomes among community-dwelling adults. Clinical infectious diseases : an official publication of the Infectious Diseases Society of America (2023)
Samuel C Siu, Douglas S Lee, Jiming Fang, Peter C Austin, Candice K Silversides
New Hypertension After Pregnancy in Patients With Heart Disease. Journal of the American Heart Association 12 (10) (2023)
Bisan Shweikialrefaee, Dennis T Ko, Jiming Fang, Andrea Pang, Peter C Austin, Paul Dorian, Sheldon M Singh, Cynthia A Jackevicius, Karen Tu, Douglas S Lee, Husam Abdel-Qadir
Statin Use and Stroke Rate in Older Adults With Atrial Fibrillation: A Population-Based Cohort Study. Journal of the American Heart Association (2023)
Samuel C Siu, Douglas S Lee, Jiming Fang, Peter C Austin, Candice K Silversides
New Hypertension After Pregnancy in Patients With Heart Disease. Journal of the American Heart Association 12 (10) (2023)
Amy Ying Xin Yu, Kara A Nerenberg, Christina Diong, Jiming Fang, Anna Chu, Moira K Kapral, Jodi D Edwards, Sonia R Dancey, Peter C Austin, Nathalie Auger
Maternal Health Outcomes After Pregnancy-Associated Stroke: A Population-Based Study With 19 Years of Follow-Up. Stroke 54 (2) (2023)
Guy Cafri, Peter C Austin
Variance estimation of the risk difference when using propensity-score matching and weighting with time-to-event outcomes. Pharmaceutical statistics (2023)
Foad Taghdiri, Manav V Vyas, Moira K Kapral, Lauren Lapointe-Shaw, Peter C Austin, Preston Tse, Joan Porter, Yue Chen, Jiming Fang, Amy Ying Xin Yu
Association of Neighborhood Deprivation With Thrombolysis and Thrombectomy for Acute Stroke in a Health System With Universal Access. Neurology (2023)
Peter C Austin, Stef van Buuren
Logistic regression vs. predictive mean matching for imputing binary covariates. Statistical methods in medical research (2023)
Samuel C Siu, Douglas S Lee, Jiming Fang, Peter C Austin, Candice K Silversides
New Hypertension After Pregnancy in Patients With Heart Disease. Journal of the American Heart Association 12 (10) (2023)
Samuel C Siu, Douglas S Lee, Jiming Fang, Peter C Austin, Candice K Silversides
New Hypertension After Pregnancy in Patients With Heart Disease. Journal of the American Heart Association (2023)
Samuel C Siu, Douglas S Lee, Jiming Fang, Peter C Austin, Candice K Silversides
New Hypertension After Pregnancy in Patients With Heart Disease. Journal of the American Heart Association 12 (10) (2023)
Amy Ying Xin Yu, Kara A Nerenberg, Christina Diong, Jiming Fang, Anna Chu, Moira K Kapral, Jodi D Edwards, Sonia R Dancey, Peter C Austin, Nathalie Auger
Maternal Health Outcomes After Pregnancy-Associated Stroke: A Population-Based Study With 19 Years of Follow-Up. Stroke 54 (2) (2023)
Peter C Austin, Daniele Giardiello, Stef van Buuren
Impute-then-exclude versus exclude-then-impute: Lessons when imputing a variable used both in cohort creation and as an independent variable in the analysis model. Statistics in medicine (2023)
David Bobrowski, Andrew Dorovenis, Husam Abdel-Qadir, Candace D McNaughton, Rea Alonzo, Jiming Fang, Peter C Austin, Jacob A Udell, Cynthia A Jackevicius, David A Alter, Clare L Atzema, R Sacha Bhatia, Gillian L Booth, Andrew C T Ha, Sharon Johnston, Irfan Dhalla, Moira K Kapral, Harlan M Krumholz, Idan Roifman, Harindra C Wijeysundera, Dennis T Ko, Karen Tu, Heather J Ross, Michael J Schull, Douglas S Lee
Association of Neighborhood-Level Material Deprivation with Adverse Outcomes and Processes of Care Among Patients with Heart Failure in a Single-Payer Healthcare System: A Population-Based Cohort Study. European journal of heart failure (2023)
Leo E Akioyamen, Husam Abdel-Qadir, Lu Han, Maneesh K Sud, Nikhil Mistry, David A Alter, Clare L Atzema, Peter C Austin, R Sacha Bhatia, Gillian Lynn Booth, Irfan Dhalla, Andrew C T Ha, Cynthia A Jackevicius, Moira K Kapral, Harlan M Krumholz, Douglas S Lee, Candace D McNaughton, Idan Roifman, Michael J Schull, Atul Sivaswamy, Karen Tu, Jacob A Udell, Harindra C Wijeysundera, Dennis T Ko
Association of Neighborhood-Level Marginalization With Health Care Use and Clinical Outcomes Following Hospital Discharge in Patients Who Underwent Coronary Catheterization for Acute Myocardial Infarction in a Single-Payer Health Care System. Circulation. Cardiovascular quality and outcomes (2023)
Hifza Buhari, Jiming Fang, Lu Han, Peter C Austin, Paul Dorian, Cynthia A Jackevicius, Amy Ying Xin Yu, Moira K Kapral, Sheldon M Singh, Karen Tu, Dennis T Ko, Clare L Atzema, Emelia J Benjamin, Douglas S Lee, Husam Abdel-Qadir
Stroke risk in women with atrial fibrillation. European heart journal (2023)
Manav V Vyas, Jiming Fang, Claire de Oliveira, Peter C Austin, Amy Ying Xin Yu, Moira K Kapral
Attributable Costs of Stroke in Ontario, Canada and Their Variation by Stroke Type and Social Determinants of Health. Stroke (2023)
Husam Abdel-Qadir, Leo E Akioyamen, Jiming Fang, Andrea Pang, Andrew C T Ha, Cynthia A Jackevicius, David A Alter, Peter C Austin, Clare L Atzema, R Sacha Bhatia, Gillian Lynn Booth, Sharon Johnston, Irfan Dhalla, Moira K Kapral, Harlan M Krumholz, Candace D McNaughton, Idan Roifman, Karen Tu, Jacob A Udell, Harindra C Wijeysundera, Dennis T Ko, Michael J Schull, Douglas S Lee
Association of Neighborhood-Level Material Deprivation With Atrial Fibrillation Care in a Single-Payer Health Care System: A Population-Based Cohort Study. Circulation 146 (3) (2022)
Salomeh Keyhani, Eric M Cheng, Katherine Hoggatt, Peter C Austin, Erin Madden, Paul L Hebert, Ethan A Halm, Ayman Naseri, Jason Johanning, Ann Abraham, Dawn M Bravata
Comparative Effectiveness of Carotid Stenting to Medical Therapy Among Patients With Asymptomatic Carotid Stenosis. Stroke 53 (4) (2022)
Christopher Meaney, Michael Escobar, Therese A Stukel, Peter C Austin, Liisa Jaakkimainen
Comparison of Methods for Estimating Temporal Topic Models From Primary Care Clinical Text Data: Retrospective Closed Cohort Study. JMIR medical informatics 10 (12) (2022)
Joel G Ray, Peter C Austin, Alison L Park, Eyal Cohen, Jiming Fang, Anna Chu
Severity of obstructive coronary artery stenosis after pre-eclampsia. Heart (British Cardiac Society) (2022)
Peter C Austin
Bootstrap vs asymptotic variance estimation when using propensity score weighting with continuous and binary outcomes. Statistics in medicine 41 (22) (2022)
Christopher Meaney, Michael Escobar, Therese A Stukel, Peter C Austin, Liisa Jaakkimainen
Comparison of Methods for Estimating Temporal Topic Models From Primary Care Clinical Text Data: Retrospective Closed Cohort Study. JMIR medical informatics 10 (12) (2022)
Husam Abdel-Qadir, Madison Gunn, Iliana C Lega, Andrea Pang, Peter C Austin, Sheldon M Singh, Cynthia A Jackevicius, Karen Tu, Paul Dorian, Douglas S Lee, Dennis T Ko
Association of Diabetes Duration and Glycemic Control With Stroke Rate in Patients With Atrial Fibrillation and Diabetes: A Population-Based Cohort Study. Journal of the American Heart Association 11 (4) (2022)
Peter C Austin, Hein Putter, Douglas S Lee, Ewout Willem Steyerberg
Estimation of the Absolute Risk of Cardiovascular Disease and Other Events: Issues With the Use of Multiple Fine-Gray Subdistribution Hazard Models. Circulation. Cardiovascular quality and outcomes 15 (2) (2022)
Christopher Meaney, Michael Escobar, Therese A Stukel, Peter C Austin, Liisa Jaakkimainen
Comparison of Methods for Estimating Temporal Topic Models From Primary Care Clinical Text Data: Retrospective Closed Cohort Study. JMIR medical informatics 10 (12) (2022)
Maneesh Sud, Anna Chu, Peter C Austin, David J Naimark, George Thanassoulis, Harindra C Wijeysundera, Dennis T Ko
Impact of Outcome Definitions on Cardiovascular Risk Prediction in a Contemporary Primary Prevention Population. European heart journal. Quality of care & clinical outcomes (2022)
Aya F Ozaki, Cynthia A Jackevicius, Alice Chong, Maneesh Sud, Jiming Fang, Peter C Austin, Dennis T Ko
Hospital-Level Variation in Ticagrelor Use in Patients With Acute Coronary Syndrome. Journal of the American Heart Association 11 (13) (2022)
Rodolfo V Rocha, Xuesong Wang, Stephen E Fremes, Derrick Y Tam, Dennis T Ko, Vladimír Džavík, Edward L Hannan, Peter C Austin, Maral Ouzounian, Douglas S Lee
Variations in Coronary Revascularization Practices and Their Effect on Long-Term Outcomes. Journal of the American Heart Association 11 (5) (2022)
Peter C Austin, Hein Putter, Daniele Giardiello, David van Klaveren
Graphical calibration curves and the integrated calibration index (ICI) for competing risk models. Diagnostic and prognostic research 6 (1) (2022)
Christopher Meaney, Michael Escobar, Therese A Stukel, Peter C Austin, Liisa Jaakkimainen
Comparison of Methods for Estimating Temporal Topic Models From Primary Care Clinical Text Data: Retrospective Closed Cohort Study. JMIR medical informatics 10 (12) (2022)
Peter C Austin, Donald B Rubin, Neal Thomas
Estimating adjusted risk differences by multiply-imputing missing control binary potential outcomes following propensity score-matching. Statistics in medicine 40 (25) (2021)
Peter C Austin
Informing power and sample size calculations when using inverse probability of treatment weighting using the propensity score. Statistics in medicine 40 (27) (2021)
Peter C Austin, Aurélien Latouche
Authors' response. Statistics in medicine 39 (20) (2021)
Finlay Aleck McAlister, Ting Wang, Xuesong Wang, Anna Chu, Shaun G Goodman, Sean Van Diepen, Cynthia A Jackevicius, Padma Kaul, Jacob A Udell, Dennis T Ko, Jeffrey C Kwong, Peter C Austin, Douglas S Lee, null null
Statins and SARS-CoV-2 Infection: Results of a Population-Based Prospective Cohort Study of 469 749 Adults From 2 Canadian Provinces. Journal of the American Heart Association 10 (21) (2021)
Iliana C Lega, Michael A Campitelli, Peter C Austin, Yingbo Na, Afshan Zahedi, Freda Leung, Catherine Yu, Susan E Bronskill, Paula A Rochon, Lorraine L Lipscombe
Potential diabetes overtreatment and risk of adverse events among older adults in Ontario: a population-based study. Diabetologia 64 (5) (2021)
Manav V Vyas, Amy Ying Xin Yu, Anna Chu, Bing Yu, Hibo Rijal, Jiming Fang, Peter C Austin, Moira K Kapral
Immigration Status and Sex Differences in Primary Cardiovascular Disease Prevention: A Retrospective Study of 5 Million Adults. Journal of the American Heart Association 10 (22) (2021)
Peter C Austin, Jiming Fang, Douglas S Lee
Using fractional polynomials and restricted cubic splines to model non-proportional hazards or time-varying covariate effects in the Cox regression model. Statistics in medicine (2021)
Peter C Austin, Ewout Willem Steyerberg, Hein Putter
Fine-Gray subdistribution hazard models to simultaneously estimate the absolute risk of different event types: Cumulative total failure probability may exceed 1. Statistics in medicine 40 (19) (2021)
Peter C Austin, Frank E Harrell, Ewout W Steyerberg
Predictive performance of machine and statistical learning methods: Impact of data-generating processes on external validity in the "large N, small p" setting. Statistical methods in medical research 30 (6) (2021)
Leah B Kosyakovsky, Peter C Austin, Heather Joan Ross, Xuesong Wang, Husam Abdel-Qadir, Shaun G Goodman, Michael E Farkouh, Ruth Croxford, Patrick R Lawler, John A Spertus, Douglas S Lee
Early invasive coronary angiography and acute ischaemic heart failure outcomes. European heart journal 42 (36) (2021)
R Sacha Bhatia, Cherry Chu, Anna Kaoutskaia, Dennis T Ko, Kaveh G Shojania, Paul Dorian, Bing Yu, Mohammed Shurrab, Jiming Fang, Heather Joan Ross, Peter C Austin, Zachary Bouck, Shaun G Goodman, Eugene Crystal
Association of Cardiology Billing Amounts With Health Care Utilization and Clinical Outcomes in Patients With Atrial Fibrillation. Journal of the American Heart Association 10 (21) (2021)
Peter C Austin, Elizabeth A Stuart
The effect of a constraint on the maximum number of controls matched to each treated subject on the performance of full matching on the propensity score when estimating risk differences. Statistics in medicine 40 (1) (2020)
Guy Cafri, Peter C Austin
Propensity score methods for time-dependent cluster confounding. Biometrical journal. Biometrische Zeitschrift 62 (6) (2020)
Thai-Son Tang, Peter C Austin, Keith A Lawson, Antonio Finelli, Olli Saarela
Constructing inverse probability weights for institutional comparisons in healthcare. Statistics in medicine 39 (23) (2020)
Peter C Austin, Douglas S Lee, George Leckie
Comparing a multivariate response Bayesian random effects logistic regression model with a latent variable item response theory model for provider profiling on multiple binary indicators simultaneously. Statistics in medicine 39 (9) (2020)
Peter C Austin, Frank E Harrell, David van Klaveren
Graphical calibration curves and the integrated calibration index (ICI) for survival models. Statistics in medicine 39 (21) (2020)
Peter C Austin, Guy Cafri
Variance estimation when using propensity-score matching with replacement with survival or time-to-event outcomes. Statistics in medicine 39 (11) (2020)
Sheojung Shin, Peter C Austin, Heather Joan Ross, Husam Abdel-Qadir, Cassandra Freitas, George Tomlinson, Davide Chicco, Meera Mahendiran, Patrick R Lawler, Filio Billia, Anthony O Gramolini, Slava Epelman, Bo Wang, Douglas S Lee
Machine learning vs. conventional statistical models for predicting heart failure readmission and mortality. ESC heart failure 8 (1) (2020)
Leora Branfield Day, Peter C Austin, Baiju R Shah
Universal drug coverage and income-related disparities in glycaemic control. Diabetic medicine : a journal of the British Diabetic Association 37 (5) (2019)
Peter C Austin, Ewout Willem Steyerberg
The Integrated Calibration Index (ICI) and related metrics for quantifying the calibration of logistic regression models. Statistics in medicine 38 (21) (2019)
Peter C Austin, C Fangyun Wu, Douglas S Lee, Jack V Tu
Comparing the high-dimensional propensity score for use with administrative data with propensity scores derived from high-quality clinical data. Statistical methods in medical research 29 (2) (2019)
Peter C Austin, Aurélien Latouche, Jason P Fine
A review of the use of time-varying covariates in the Fine-Gray subdistribution hazard competing risk regression model. Statistics in medicine 39 (2) (2019)
Peter C Austin, Iris E Ceyisakar, Ewout W Steyerberg, Hester F Lingsma, Perla J Marang-van de Mheen
Ranking hospital performance based on individual indicators: can we increase reliability by creating composite indicators? BMC medical research methodology 19 (1) (2019)
Peter C Austin
Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on binary outcomes. Statistics in medicine 37 (11) (2018)
Guy Cafri, Wei Wang, Priscilla H Chan, Peter C Austin
A review and empirical comparison of causal inference methods for clustered observational data with application to the evaluation of the effectiveness of medical devices. Statistical methods in medical research 28 (10-11) (2018)
Peter C Austin, Neal Thomas, Donald B Rubin
Covariate-adjusted survival analyses in propensity-score matched samples: Imputing potential time-to-event outcomes. Statistical methods in medical research 29 (3) (2018)
Peter C Austin
Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on survival or time-to-event outcomes. Statistical methods in medical research 28 (8) (2018)
Peter C Austin
Assessing covariate balance when using the generalized propensity score with quantitative or continuous exposures. Statistical methods in medical research 28 (5) (2018)
Peter C Austin, Jason P Fine
Propensity-score matching with competing risks in survival analysis. Statistics in medicine 38 (5) (2018)
Peter C Austin, Jason P Fine
Practical recommendations for reporting Fine-Gray model analyses for competing risk data. Statistics in medicine 36 (27) (2017)
Jessica M Franklin, Wesley Eddings, Peter C Austin, Elizabeth A Stuart, Sebastian Schneeweiss
Comparing the performance of propensity score methods in healthcare database studies with rare outcomes. Statistics in medicine 36 (12) (2017)
Peter C Austin, Juan Merlo
Intermediate and advanced topics in multilevel logistic regression analysis. Statistics in medicine 36 (20) (2017)
Peter C Austin, Henrik Stryhn, George Leckie, Juan Merlo
Measures of clustering and heterogeneity in multilevel Poisson regression analyses of rates/count data. Statistics in medicine 37 (4) (2017)

Peter C Austin.css-eqlu8i{font-size:small;padding-left:4px;} (P C Austin)

Publication Activity (10 Years)

Top Topics

Top Venues

Peter C Austin (P C Austin)