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SmallCountRounding (version 0.4.0)

Small Count Rounding of Tabular Data

Description

A statistical disclosure control tool to protect frequency tables in cases where small values are sensitive. The function PLSrounding() performs small count rounding of necessary inner cells so that all small frequencies of cross-classifications to be published (publishable cells) are rounded. This is equivalent to changing micro data since frequencies of unique combinations are changed. Thus, additivity and consistency are guaranteed. The methodology is described in Langsrud and Heldal (2018) .

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Install

install.packages('SmallCountRounding')

Monthly Downloads

376

Version

0.4.0

License

Apache License 2.0 | file LICENSE

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Maintainer

Oyvind Langsrud

Last Published

October 17th, 2019

Functions in SmallCountRounding (0.4.0)

SmallCountData

Function that returns a dataset
RoundViaDummy2

RoundViaDummy2
redcube

function redcube
print.PLSrounded

Print method for PLSrounded
roundcube

function roundcube
sosialFiktiv

Fictitious datasets used in the examples.
aggrtab

function aggrtab
makeroundtabs

function makeroundtabs
SmallCountRounding-package

Small Count Rounding of Tabular Data
PLSrounding

PLS inspired rounding
ModelMatrix

Overparameterized model matrix
MakeControl

Make suggested control - input to makeroundtabs()
Lists2formula

Make formula from input parameters to makeroundtabs()
RoundViaDummy

Small Count Rounding of Tabular Data
PLS2way

Two-way table from PLSrounding output
Round2

Small count rounding by various methods
FindMaxDiff

Calculate maxdiff nMaxdiff
HD

Hellinger Distance (Utility)