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Project T: Model selection for non-identifiable dose response models

Project leaders

Holger Dette

 

          

 

Abstract

This project extends methods from previous funding periods for model selection and design of experiments to render them suitable for application by our partner Novartis in the context of dose-response studies. A major goal is the minimization of the statistical uncertainty by an adequate modeling of the dose response relation and by optimal design of experiments. In particular, the "MCP-Mod" developed by the cooperation partner, which has been certified by the European Medicines Agency (EMA) and classified as a "fit-for-purpose" method by the U.S. Food and Drug Administration (FDA), will be improved.