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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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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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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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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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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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Graphical assessment of internal and external calibration of logistic regression models by using loess smoothers

Statistics in medicine, 2014-02, Vol.33 (3), p.517-535

2014

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The performance of different propensity score methods for estimating absolute effects of treatments on survival outcomes: A simulation study

Statistical methods in medical research, 2016-10, Vol.25 (5), p.2214-2237

2016

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Double propensity-score adjustment: A solution to design bias or bias due to incomplete matching

Statistical methods in medical research, 2017-02, Vol.26 (1), p.201-222

Austin, Peter C

2017

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The G-protein biased mu-opioid agonist, TRV130, produces reinforcing and antinociceptive effects that are comparable to oxycodone in rats

Drug and alcohol dependence, 2018-11, Vol.192, p.158-162

2018

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A review of the use of time‐varying covariates in the Fine‐Gray subdistribution hazard competing risk regression model

Statistics in medicine, 2020-01, Vol.39 (2), p.103-113

2020

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Foreign Fighters and Conflict-Related Sexual Violence

International studies quarterly, 2021-03, Vol.65 (1), p.69-81

Doctor, Austin C

2021

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A comparison of 12 algorithms for matching on the propensity score

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

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

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

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

Intermediate and advanced topics in multilevel logistic regression analysis

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

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

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

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

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

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

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

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

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

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

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

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

Missing Data in Clinical Research: A Tutorial on Multiple Imputation

Graphical assessment of internal and external calibration of logistic regression models by using loess smoothers

The performance of different propensity score methods for estimating absolute effects of treatments on survival outcomes: A simulation study

Double propensity-score adjustment: A solution to design bias or bias due to incomplete matching

The G-protein biased mu-opioid agonist, TRV130, produces reinforcing and antinociceptive effects that are comparable to oxycodone in rats

A review of the use of time‐varying covariates in the Fine‐Gray subdistribution hazard competing risk regression model

Foreign Fighters and Conflict-Related Sexual Violence

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