Learn R Programming

⚠️There's a newer version (1.2.0) of this package.Take me there.

SmallCountRounding (version 0.5.0)

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) .

Copy Link

Version

Install

install.packages('SmallCountRounding')

Monthly Downloads

251

Version

0.5.0

License

Apache License 2.0 | file LICENSE

Issues

Pull Requests

Stars

Forks

Maintainer

Oyvind Langsrud

Last Published

September 21st, 2020

Functions in SmallCountRounding (0.5.0)

PLSrounding

PLS inspired rounding
Lists2formula

Make formula from input parameters to makeroundtabs()
PLS2way

Two-way table from PLSrounding output
RoundViaDummy

Small Count Rounding of Tabular Data
HD

Hellinger Distance (Utility)
MakeControl

Make suggested control - input to makeroundtabs()
Round2

Small count rounding by various methods
FindMaxDiff

Calculate maxdiff nMaxdiff
ModelMatrix

Overparameterized model matrix
RoundViaDummy2

RoundViaDummy2
roundcube

function roundcube
SmallCountData

Function that returns a dataset
aggrtab

function aggrtab
SmallCountRounding-package

Small Count Rounding of Tabular Data
makeroundtabs

function makeroundtabs
sosialFiktiv

Fictitious datasets used in the examples.
redcube

function redcube
print.PLSrounded

Print method for PLSrounded