prereg_check
Verify a preregistered decision rule can produce both outcomes before running an experiment, identifying unfalsifiable claims that can never fire over declared metric supports.
Instructions
Before running an experiment, check that its decision rule CAN come out both ways. Returns UNFALSIFIABLE when the finding -- or the null -- can never fire over the declared metric supports. Requires preregister.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| metrics | Yes | each metric to its support: a list of values, or {lo, hi} (add "type": "integer" for integers) | |
| decision_rule | Yes | e.g. `auc > 0.7 and n_probes >= 30` |