Statistical Simulation Models in Dose Optimization
In Phase 2 clinical trials, optimizing the dose is one of the most important objectives—balancing efficacy, safety, and pharmacologic parameters. Traditionally, dose selection relied on empirical observation and stepwise escalation. However, with increasing trial complexity and variability among patients, sponsors are adopting statistical simulation models to evaluate multiple dosing strategies and select the most promising dose(s) to carry into Phase 3. This tutorial explains how simulation modeling enhances dose optimization, types of models used, and how regulatory agencies view these approaches.
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