Bayes Pharma.ai PopPK Modeling
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PopPK Modeling + Workspace Studio
FOCEI-style estimation, SCM-style covariate workflow, ETA shrinkage, CWRES/NPDE,
pcVPC, individual posthoc estimates, MAP Bayesian prediction, bootstrap, report,
and model deployment.
Estimation FOCEI-style
Covariates SCM-style
Diagnostics CWRES / NPDE
Simulation pcVPC
Precision MAP Bayes
1 Single-Shot Modeling Workflow
Upload a dataset once, then step through fit → diagnostics → covariates → report/deploy. Each tab re-runs against the same uploaded file.
1. Data
2. FOCEI Fit
3. Model Table
4. SCM Covariates
5. ETA Shrinkage
6. CWRES / NPDE
7. pcVPC
8. Posthoc
9. MAP Bayes
10. Bootstrap
11. Report
12. Deploy
2 Project & Versioning Workflow
A separate, persistent workflow: create a project, run versioned fits you can compare over time, generate/download reports, deploy a specific saved version as an API, and review its run/audit history.
Workspace
Fit + Version
Versions
Saved Reports
Deploy Version
Integrations
Trial Simulation
Runs / Audit
Upload Dataset
Drag & drop CSV or click to browse
Required: ID, TIME, DV, DOSE. Optional: WT, AGE, SEX, CRCL, ALB, AAG, BLQ, LLOQ.
Download Sample CSV
Validate
No file uploaded yet.
Data Summary
Waiting for validation.
FOCEI-Style Fit Configuration
Run FOCEI-Style Fit
Ready.
Model Comparison Table
Run Model Comparison
Ready.
SCM-Style Covariate Search
Run SCM Covariate Search
Ready.
ETA Shrinkage
Calculate ETA Shrinkage
Ready.
CWRES / NPDE
Run CWRES / NPDE
Ready.
Prediction-Corrected VPC
Run pcVPC
Ready.
Individual Posthoc Estimates
Run Posthoc
Ready.
MAP Bayesian Prediction
Patient JSON
Run MAP Bayesian Prediction
Ready.
Bootstrap Uncertainty
Run Bootstrap
Ready.
PopPK Report
Generate Report
Ready.
Readiness Checklist
Ready.