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Retricted access

Research article

First published 2016-2

A Primer on Inverse Probability of Treatment Weighting and Marginal Structural Models

Felix Thoemmes, Anthony D. Ong

Emerging Adulthood

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Research article

First published 2021-3

Unifying instrumental variable and inverse probability weighting approaches for inference of causal treatment effect and unmeasured confounding in observational studies

Tao Liu, Joseph W Hogan

Statistical Methods in Medical Research

Open access

Research article

First published 2017-8

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

Peter C Austin, Elizabeth A Stuart

Statistical Methods in Medical Research

Open access

Research article

First published 2019

Adjuvant chemotherapy improves prognosis of resectable stage IV colorectal cancer: a comparative study using inverse probability of treatment weighting

Hiroaki Nozawa, Hirotoshi Takiyama, Kiyoshi Hasegawa [...]

Therapeutic Advances in Medical Oncology

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Research article

First published 2025-5

On flexible inverse probability of treatment and intensity weighting: Informative censoring,variable selection,and weight trimming

Grace Tompkins, Joel A Dubin, Michael Wallace

Statistical Methods in Medical Research

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Research article

First published 2025

Impact of High-Impact Practices on College Completion among Low-Income Students: Making Causal Inferences Using Inverse Probability of Treatment Weighting

Mina Lee, Jerah Reeves, John Zilvinskis

Journal of College Student Retention: Research,Theory & Practice

Open access

Research article

First published 2025-2

Is inverse probability of censoring weighting a safer choice than per-protocol analysis in clinical trials?

Jingyi Xuan, Shahrul Mt-Isa, Nicholas Latimer [...]

Statistical Methods in Medical Research

Open access

Research article

First published 2026-1

Using inverse probability of censoring weighting to estimate hypothetical estimands in clinical trials: Should we implement stabilisation,and if so how?

Jingyi Xuan, Shahrul Mt-Isa, Nicholas R Latimer [...]

Statistical Methods in Medical Research

Open access

Research article

First published 2019-1

Propensity score analysis with partially observed covariates: How should multiple imputation be used?

Clémence Leyrat, Shaun R Seaman, Ian R White [...]

Statistical Methods in Medical Research

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Research article

First published 2021-4

Propensity score analysis methods with balancing constraints: A Monte Carlo study

Yan Li, Liang Li

Statistical Methods in Medical Research

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