Beyond Student's t: A Systematic Exploration of Heavy-Tailed Residual Densities for Outlier Handling in Population PK Modeling
This study demonstrates that while common post-hoc outlier filtering and exponential-tail residual models can be unreliable due to variance masking or insufficient tail heaviness, adopting a Student's t-distribution for residual errors provides a more robust and stable approach for handling extreme outliers in population pharmacokinetic modeling.