Definitions
In plain terms
It can make a dataset usable, but the filled value is an estimate and must not be presented as an observed market fact.
Technical
An imputation contract specifies eligible missingness reasons, method, information cutoff, grouping, boundary behavior, uncertainty, flags, and preservation of the original field.
Scope
Imputation is not automatically appropriate; some pipelines should preserve or reject missing values.
Examples
- A governed dataset records imputation explicitly and preserves the source context needed to interpret it.
Common misconceptions
- Imputation does not have one universal meaning or policy without its declared source, scope, and data contract.
Concept relationships
Prerequisites
Narrower concepts
Related
Where this concept is used
Evidence and governance
- Fintech Builder Glossary Definition Contract The Fintech Builder · internal governed contract
Supports: preferred label, short definition, technical definition
Limits: Defines governed platform behavior rather than claiming these policies are universally prescribed by external McClellan methodology.
- Reviewed by
- fintech-builder-owner-approved
- Last reviewed
- 2026-07-26
- Next review
- 2027-07-26
- Record status
- published