Cell Suppression: Experience and Theory
Dale A. Robertson5
and Richard Ethier5 
| (5) |
Statistics Canada, Canada |
Abstract
Cell suppression for disclosure avoidance has a well-developed theory, unfortunately not sufficiently well known. This leads
to confusion and faulty practices. Poor (sometimes seriously flawed) sensitivity rules can be used while inadequate protection
mechanisms may release sensitive data. The negative effects on the published information are often exaggerated. An analysis
of sensitivity rules will be done and some recommendations made. Some implications of the basic protection mechanism will
be explained. A discussion of the information lost from a table with suppressions will be given, with consequences for the
evaluation of patterns and of suppression heuristics. For most practitioners, the application of rules to detect sensitive
economic data is well understood (although the rules may not be). However, the protection of that data may be an art rather
than an application of sound concepts. More misconceptions and pitfalls arise.
Keywords Disclosure avoidance - cell sensitivity
The opinions expressed in this paper are those of the authors, and not necessarily those of Statistics Canada.
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