assembly-economics/simulations/README.md
tegwick 144d6b78fc ASSEMBLY-WP-0005-T01: time unit and global sensitivity analysis
- One period = one year; implied timescales documented
- simulations/gadm02/gsa.py: Morris screening + Sobol indices (S1 Saltelli
  2010 centred, ST Jansen) with bootstrap CIs
- GADM-0.2 readings updated: model nearly additive within ±50 %; the
  'reuse as a bundle' interaction reading is refuted; organism governance
  levers confirmed globally; dO flagged as calibration priority

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

Assistant: claude-code
Assistant-Model: opus
Assistant-Process: 1494246@bnt-lap001
Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 01:37:35 +02:00

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# Simulations
Runnable implementations of the models in `models/`. Each simulation names the
model version it implements.
| Directory | Model | Entry points |
|-----------|-------|--------------|
| `gadm02/` | GADM-0.2 (`models/GADM-0.2.md`) | `run_scenarios.py`, `sensitivity.py`, `gsa.py`, `test_gadm02.py` |
Python 3.10+, standard library only.
```bash
python3 -m unittest discover -s simulations/gadm02 # tests
cd simulations/gadm02 && python3 run_scenarios.py # → results/summary.md + CSVs
cd simulations/gadm02 && python3 sensitivity.py # → results/sensitivity.md
cd simulations/gadm02 && python3 gsa.py # → results/gsa.md (~5 min; --quick)
```
Results under `results/` are committed so that model documents can cite them.
Regenerate them after any change to the model or the scenarios.