Concept

Inverse probability weighting

OpenAlex ID: C2779915747

Econometric Analysis of Cross Section and Panel Data

2001 · Jeffrey M. Wooldridge · RePEc: Research Papers in Economics · 27,643

A Proportional Hazards Model for the Subdistribution of a Competing Risk

1999 · Jason P. Fine, Robert J. Gray · Journal of the American Statistical Association · 14,466

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

2011 · Peter C. Austin · Multivariate Behavioral Research · 12,602

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Difference-in-Differences with multiple time periods

2020 · Brantly Callaway, Pedro H.C. Sant’Anna · Journal of Econometrics · 9,856

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 · 4,632

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Constructing Inverse Probability Weights for Marginal Structural Models

2008 · S. R. Cole, M. A. Hernan · American Journal of Epidemiology · 2,916

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Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

2003 · Keisuke Hirano, Guido W. Imbens, et al. · Econometrica · 2,602

Doubly Robust Estimation in Missing Data and Causal Inference Models

2005 · Heejung Bang, James M. Robins · Biometrics · 2,078

Review of inverse probability weighting for dealing with missing data

2011 · Shaun R Seaman, Ian R White · Statistical Methods in Medical Research · 1,761

Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study

2004 · Jared K. Lunceford, Marie Davidian · Statistics in Medicine · 1,705

A tutorial on propensity score estimation for multiple treatments using generalized boosted models

2013 · Daniel F. McCaffrey, Beth Ann Griffin, et al. · Statistics in Medicine · 1,493

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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 · 1,443

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Estimating causal effects from epidemiological data

2006 · Miguel A Hernán, James M Robins · Journal of Epidemiology & Community Health · 1,077

An introduction to inverse probability of treatment weighting in observational research

2021 · Nicholas C Chesnaye, Vianda S Stel, et al. · Clinical Kidney Journal · 1,024

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Correcting for Noncompliance and Dependent Censoring in an AIDS Clinical Trial with Inverse Probability of Censoring Weighted (IPCW) Log‐Rank Tests

2000 · James M. Robins, Dianne M. Finkelstein · Biometrics · 912

Much Ado About Nothing

2007 · Nicholas J Horton, Ken P Kleinman · The American Statistician · 829

Addressing Extreme Propensity Scores via the Overlap Weights

2018 · Fan Li, Laine E Thomas · American Journal of Epidemiology · 740

Results of Multivariable Logistic Regression, Propensity Matching, Propensity Adjustment, and Propensity-based Weighting under Conditions of Nonuniform Effect

2005 · Tobias Kurth, Alexander M. Walker, et al. · American Journal of Epidemiology · 733

Comparison of Propensity Score Methods and Covariate Adjustment

2017 · Markus C. Elze, John Gregson, et al. · Journal of the American College of Cardiology · 724

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Does Marriage Reduce Crime? a Counterfactual Approach to Within‐individual Causal Effects*

2006 · ROBERT J. SAMPSON, JOHN H. LAUB, et al. · Criminology · 700

Alternative approaches for confounding adjustment in observational studies using weighting based on the propensity score: a primer for practitioners

2019 · Rishi J Desai, Jessica M Franklin · BMJ · 680

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Propensity Score Matching

2020 · Liam T. Kane, Taolin Fang, et al. · Clinical Spine Surgery A Spine Publication · 617

Marginal Structural Models for the Estimation of Direct and Indirect Effects

2008 · Tyler J. VanderWeele · Epidemiology · 586

Beyond the intention-to-treat in comparative effectiveness research

2011 · Miguel A Hernán, Sonia Hernández-Díaz · Clinical Trials · 546

Variance estimation when using inverse probability of treatment weighting (IPTW) with survival analysis

2016 · Peter C. Austin · Statistics in Medicine · 544

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Works count: 4,429

Citation count: 140,600