A comparison of time-varying propensity score vs sequential stratification approaches to longitudinal matching with a time-varying treatment

Abstract Background Methods for matching in longitudinal cohort studies, such as sequential stratification and time-varying propensity scores, facilitate causal inferences in the context of time-dependent treatments that are not randomized where patient eligibility or treatment status changes over t...

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Bibliographic Details
Published in:BMC Medical Research Methodology
Main Authors: Morgan Richey, Matthew L. Maciejewski, Lindsay Zepel, David Arterburn, Aniket Kawatkar, Caroline E. Sloan, Valerie A. Smith
Format: Article
Language:English
Published: BMC 2024-11-01
Subjects:
Time varying propensity scores
Confounding
Bias
Matching
Precision
Sequential stratification
Online Access:https://doi.org/10.1186/s12874-024-02391-3

Internet

https://doi.org/10.1186/s12874-024-02391-3

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