Research analysts
Which assumptions contribute to the reference exposure?
Probability-weighted fiscal exposure: 35.5 bn in the source reference. Model validation, input lineage and uncertainty need review before a result informs a decision.
Citywide reference · not an observed reading or a local allocation
Evidence needed before a decision
Model validation, input lineage and uncertainty need review before a result informs a decision.
Independent reviewers
Can the comparison be traced to matching assumptions?
The matched mitigation example reduces expected annual loss by 0.3 bn/yr. It does not establish an observed saving.
Citywide reference · not an observed reading or a local allocation
Evidence needed before a decision
Model validation, input lineage and uncertainty need review before a result informs a decision.
Policy analysts
How sensitive is household affordability to the stated stress?
The stated income stress moves the reference cost burden from 56.1% to 66%. This is a scenario comparison, not a household survey.
Citywide reference · not an observed reading or a local allocation
Evidence needed before a decision
Model validation, input lineage and uncertainty need review before a result informs a decision.