dpMeanRelease: Differentially private mean release

In IQSS/PSI-Library: Differentially Private Statistical Releases for Privacy Preservation

Description

Differentially private mean release

Arguments

data

Dataframe with a column named .self$variable, where that column has data of type .self$varType and which is bounded by .self$rng. Assigns to .self$result a dataframe that describes the differentially private mean, calculated by some mechanism as defined in .self$mechanism, of that column of the dataframe and any post-processing on that output. This postprocessing is done in @seealsodpMean$postProcess Note that the actual differentially private release is calculated in a call to the differentially private mechanism .self$mechanism's evaluate function within the dpMean$release function.

IQSS/PSI-Library documentation built on Feb. 15, 2020, 9:03 p.m.