Model Dashboard
Usage
code
/dashboard <run_number> /dashboard 301
What This Generates
An interactive Quarto HTML dashboard with:
Tab 1: Run Summary
- •Convergence status
- •OFV
- •Parameter table with RSE, IIV, shrinkage
- •Condition number
Tab 2: GOF Plots
- •DV vs PRED (interactive)
- •DV vs IPRED (interactive)
- •CWRES vs TIME (interactive)
- •CWRES vs PRED (interactive)
Tab 3: Individual Fits
- •Individual concentration-time profiles
- •Population and individual predictions overlaid
Tab 4: ETA Diagnostics
- •ETA distributions (histograms)
- •ETA vs covariates
- •ETA correlation matrix
Tab 5: VPC (if available)
- •Visual predictive check plot
Protocol
r
library(aipharma)
generate_model_dashboard(run_number = run_number, run_dir = paste0("models/run", run_number))
Output
Dashboard saved to reports/dashboard_run<NUMBER>.html
Open in browser for interactive exploration.