Sage Journals: Discover world-class research

Open access

Research article

First published 2026

Mediation analysis in longitudinal intervention studies with an ordinal treatment-dependent confounder

Mikko Valtanen, Tommi Härkänen, Matti Uusitupa [...]

Statistical Methods in Medical Research

Open access

Research article

First published 2020-10

Improved two-stage estimation to adjust for treatment switching in randomised trials: g-estimation to address time-dependent confounding

NR Latimer, IR White, K Tilling [...]

Statistical Methods in Medical Research

Retricted access

Research article

First published 2006-04

Counselor Confounds in Evaluations of Vocational Rehabilitation Methods in Substance Dependency Treatment

Graham L. Staines, Charles M. Cleland, Laura Blankertz

Evaluation Review

Open access

Research article

First published 2023-7

A Tutorial on Causal Inference in Longitudinal Data With Time-Varying Confounding Using G-Estimation

Wen Wei Loh, Dongning Ren

Advances in Methods and Practices in Psychological Science

Retricted access

Research article

First published 2018-6

Comparison of statistical approaches dealing with time-dependent confounding in drug effectiveness studies

Mohammad Ehsanul Karim, John Petkau, Paul Gustafson [...]

Statistical Methods in Medical Research

Open access

Research article

First published 2025-1

A Bayesian latent class approach to causal inference with longitudinal data

Kuan Liu, Olli Saarela, George Tomlinson [...]

Statistical Methods in Medical Research

Open access

Research article

First published 2025-2

Adjusting for switches to multiple treatments: Should switches be handled separately or combined?

Helen Bell Gorrod, Shahrul Mt-Isa, Jingyi Xuan [...]

Statistical Methods in Medical Research

Free access

Research article

First published 2004-12

Controlling for Time-dependent Confounding using Marginal Structural Models

Zoe Fewell, Miguel A. Hernán, Frederick Wolfe [...]

The Stata Journal: Promoting communications on statistics and Stata

Retricted access

Research article

First published 2020-8

The impact of unmeasured within- and between-cluster confounding on the bias of effect estimatorsof a continuous exposure

Yun Li, Yoonseok Lee, Friedrich K Port [...]

Statistical Methods in Medical Research

Retricted access

Research article

First published 2022-8

The Future Strikes Back: Using Future Treatments to Detect and Reduce Hidden Bias

Felix Elwert, Fabian T. Pfeffer

Sociological Methods & Research

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