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A comparison of 12 algorithms for matching on the propensity score

Statistics in medicine, 2014-03, Vol.33 (6), p.1057-1069

Austin, Peter C.

2014

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

Statistics in medicine, 2013-07, Vol.32 (16), p.2837-2849

Austin, Peter C.

2013

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

Statistics in medicine, 2009-11, Vol.28 (25), p.3083-3107

Austin, Peter C.

2009

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A Tutorial on Multilevel Survival Analysis: Methods, Models and Applications

International statistical review, 2017-08, Vol.85 (2), p.185-203

Austin, Peter C.

2017

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

Multivariate behavioral research, 2011-05, Vol.46 (3), p.399-424

Austin, Peter C.

2011

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A Tutorial and Case Study in Propensity Score Analysis: An Application to Estimating the Effect of In-Hospital Smoking Cessation Counseling on Mortality

Multivariate behavioral research, 2011-01, Vol.46 (1), p.119-151

Austin, Peter C.

2011

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Intermediate and advanced topics in multilevel logistic regression analysis

Statistics in medicine, 2017-09, Vol.36 (20), p.3257-3277

2017

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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, 2010-11, Vol.172 (9), p.1092-1097

AUSTIN, Peter C

2010

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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, 2015-12, Vol.34 (28), p.3661-3679

2015

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The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings

American sociological review, 2019-10, Vol.84 (5), p.905-949

2019

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

Statistics in medicine, 2008-05, Vol.27 (12), p.2037-2049

Austin, Peter C.

2008

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

Pharmaceutical statistics : the journal of the pharmaceutical industry, 2011-03, Vol.10 (2), p.150-161

Austin, Peter C.

2011

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

Circulation (New York, N.Y.), 2016-02, Vol.133 (6), p.601-609

2016

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

Statistics in medicine, 2010-09, Vol.29 (20), p.2137-2148

Austin, Peter C.

2010

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Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on binary outcomes

Statistics in medicine, 2018-05, Vol.37 (11), p.1874-1894

Austin, Peter C.

2018

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

Communications in statistics. Simulation and computation, 2009-05, Vol.38 (6), p.1228-1234

Austin, Peter C.

2009

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Aminoalkylation of [1.1.1]Propellane Enables Direct Access to High-Value 3‑Alkylbicyclo[1.1.1]pentan-1-amines

Organic letters, 2019-09, Vol.21 (17), p.6800-6804

2019

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Propensity-score matching in the cardiovascular surgery literature from 2004 to 2006: A systematic review and suggestions for improvement

The Journal of thoracic and cardiovascular surgery, 2007-11, Vol.134 (5), p.1128-1135.e3

Austin, Peter C., PhD

2007

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

Medical decision making, 2009-11, Vol.29 (6), p.661-677

2009

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Phylogenomics using formalin‐fixed and 100+ year‐old intractable natural history specimens

Molecular ecology resources, 2017-09, Vol.17 (5), p.1003-1008

2017

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Events per variable (EPV) and the relative performance of different strategies for estimating the out-of-sample validity of logistic regression models

Statistical methods in medical research, 2017-04, Vol.26 (2), p.796-808

2017

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How Conservatives Lost Confidence in Science: The Role of Ideological Alignment in Political Polarization

Social forces, 2022-03, Vol.100 (3), p.1415-1443

Kozlowski, Austin C

2022

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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

Statistical methods in medical research, 2017-08, Vol.26 (4), p.1654-1670

2017

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

Biometrical journal, 2009-02, Vol.51 (1), p.171-184

Austin, Peter C.

2009

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Missing Data in Clinical Research: A Tutorial on Multiple Imputation

Canadian journal of cardiology, 2021-09, Vol.37 (9), p.1322-1331

2021

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