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DETERMINISTIC IMPUTATION

Statistics Directorate    
Definition:
Deterministic imputation refers to the situation, given specific values of other fields, when only one value of a field will cause the record to satisfy all of the edits.

For instance, it might occur when the items that are supposed to add to a total do not add to the total. If only one item in the sum is imputed, then its value is uniquely determined by the values of the other items. This may be the first situation that is considered in the automated editing and imputation of survey data.

Example: The missing sum at the bottom of a column of numbers
.

Source Publication:
Glossary of Terms Used in Statistical Data Editing Located on K-Base, the knowledge base on statistical data editing, UN/ECE Data Editing Group.

Cross References:
Automated imputations

Hyperlink:
http://www.unece.org/fileadmin/DAM/stats/publications/editingglossary.pdf

Statistical Theme: Methodological information (metadata)

Created on Wednesday, March 13, 2002

Last updated on Tuesday, June 11, 2013