GaussSuppression (version 0.9.6)

SuppressDirectDisclosure: Suppression of directly-disclosive cells

Description

Function for suppressing directly-disclosive cells in frequency tables. The method detects and primary suppresses directly-disclosive cells with the FindDisclosiveCells function, and applies a secondary suppression using Gauss suppression (see GaussSuppressionFromData).

Usage

SuppressDirectDisclosure(
  data,
  dimVar,
  freqVar,
  coalition = 1,
  secondaryZeros = coalition,
  candidates = DirectDisclosureCandidates,
  ...
)

Value

data.frame containing the result of the suppression

Arguments

data

the input data

dimVar

main dimensional variables for the output table

freqVar

variable containing frequency counts

coalition

numeric variable, parameter for primary suppression. Default value is 1.

secondaryZeros

logical or numeric value for secondary suppression. If logical, it is converted to resp numeric value (0 or 1). If numeric, it describes the largest number that is prioritized over zeroes in secondary suppression. Default value is equal to coalition.

candidates

function parameter for gauss suppression.

...

optional parameters that can be passed to the primary suppression method. See FindDisclosiveCells for details. In the case of SuppressDirectDisclosure2, ... are parameters to GaussSuppressionFromData.

Author

Daniel Lupp

Details

SuppressDirectDisclosure has no support for hierarchical data. SuppressDirectDisclosure2 has, but is less general in other ways.

Examples

tex <- data.frame(v1 = rep(c('a', 'b', 'c'), times = 4),
                  v2 = c('i','i', 'i','h','h','h','i','i','i','h','h','h'),
                  v3 = c('y', 'y', 'y', 'y', 'y', 'y','z','z', 'z', 'z', 'z', 'z'),
                  freq = c(0,0,5,0,2,3,1,0,3,1,1,2))
SuppressDirectDisclosure(tex, c("v1", "v2", "v3"), "freq")
SuppressDirectDisclosure(tex, c("v1", "v2", "v3"), "freq", coalition = 2, unknown.threshold = 10)

z3 <- SSBtools::SSBtoolsData("z3")
a1 <- SuppressDirectDisclosure(z3, c(1, 4, 5), 7)
b1 <- try(SuppressDirectDisclosure(z3, 1:6, 7))