CORDIS Project
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This project focuses on improving statistical mediation analysis in medical research, particularly concerning patient survival outcomes. It aims to refine methods for analyzing rare drug side effects and enhance causal inference in clinical trials.
The focus of my proposal is on statistical mediation analysis in medical studies with patient survival as outcome.
Mediation analysis can help to elucidate the underlying mechanisms and ultimately to alter and further improve components of an intervention or shift the target of an intervention.
Specifically, in aim 1 we utilize penalized likelihood techniques in an innovative way to improve mediation analysis with sparse data, e.g. rare side effects of drugs.
Aim 2 will focus on the Aalen additi…
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