Statistical disclosure in three-dimensional tables:
general tables
W.A. Luijten
Statistical Disclosure in Three-Dimensional Tables: General Tables
Statistical offices, as for instance the U.S. Census Bureau, are
concerned with problems of protecting confidential information when
publishing data in statistical tables. One method to avoid disclosure
is the method of cell suppression, in which the values of the sensitive
cells in the table are suppressed from publication. To prevent the
values of the sensitive cells from being calculated from the tables
totals, additional suppressions are necessary. The problem of
minimizing the loss of information caused by the additional
suppressions is a difficult optimization problem. Some heuristics for
cell suppresion for general three-dimensional tables are presented and
compared in the thesis.
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