Population |
Mostly in healthy volunteers |
Target population |
Sampling |
Intensive (12–15 samples per subject) |
Sparse (1–3 samples) and intensive sampling |
Design |
Needs to be balanced |
Mixed designs; studies from different sources, populations, or sites |
Complexity |
Moderate |
Computationally intensive and time consuming |
Analysis approach |
Two steps: Nonlinear regression followed by summary statistics |
All data at once using nonlinear mixed effects modeling |
Variability |
Minimized by design or selection criteria |
More reflective of true population |
PK-PD exposure response analysis |
Cannot be applied |
Possible |