- Complexity: Requires a good understanding of statistical methods and software. - Model Dependency: The accuracy of the optimization depends on the quality of the fitted model. - Range Limitation: The conclusions are valid only within the tested range of variables. - Time-Consuming: Initial setup and analysis can be time-consuming, though it saves time in the long run.