Controlling for Differential Regression-To-The-Mean via Propensity Scores: A Simulation Study

Chase D. Latour , Leah J. McGrath , Mary C. Clouser , Carrie M. Nielson , Ying Yu , Akhila Balasubramanian , Alexander Breskin , M. Alan Brookhart ·

YOU? · · 2023 · Open Access · · DOI: https://doi.org/10.2147/clep.s406552

These results suggest that differential RTM could be reasonably addressed by propensity score models with summaries of historical laboratory values. This approach can be easily applied to any comparative effectiveness or safety study, though investigators should carefully consider the best summary metric for their data.

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Propensity score matching Medicine Observational study Confounding Cohort Statistics Regression analysis Regression Cohort study Internal medicine Mathematics

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Type: article
Language: en
Landing Page: https://doi.org/10.2147/clep.s406552
PDF: https://www.dovepress.com/getfile.php?fileID=90105
OA Status: gold
Cited By: 2
References: 17
Related Works: 10
OpenAlex ID: https://openalex.org/W4379052500

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