PolicyEngine / PolicyEngine/composition-paper
Composition study: factorial design on holdout-masked builds (blocked on populace#302 + operator adapters)
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Description
Task
Run the composition study per README: factorial frontier-imputers × calibrators on holdout-masked builds, scored on held-out target families and survey holdouts (popdgp), floors everywhere; deliverables = realized-landmine table, repairability quantification, the target-vs-survey Pareto frontier, and weighted-coverage (effective-support) variants.
Blocked by: populace#302 (holdout-masked builds), calibration-paper's adapter registry, popdgp#1. Method grid bounded to the frontier methods from the operator papers — this study never re-litigates baselines.
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Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the README and verify the prerequisites in populace#302, the calibration-paper adapter registry, and popdgp#1. Run the bounded frontier-method factorial study only after holdout-masked builds and operator adapters are available; done means the realized-landmine table, repairability quantification, target-vs-survey Pareto frontier, and weighted-coverage variants are delivered.
Written by the indexing model from the issue text.
Assessment
- Domain
- data
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100