dpTree-class: Differentially private binary tree

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

Description

Differentially private binary tree

Arguments

mechanism	Character, the privacy mechanism.
varType	Character, the R variable type. One of 'numeric' or 'integer'.
Variable	Character, variable name.
n	Integer, number of observations.
rng	Numeric, a priori estimate of the range.
gran	Numeric, the granularity of the variable.
epsilon	Numeric, privacy cost parameter.
accuracy	Numeric, accuracy guarantee given epsilon.
imputeRng	Numeric, range within which missing values are imputed. If NULL, the range provided in rng is used.
percentiles	Numeric, the percentiles to evaluate in post-processing. Optional, default NULL.
alpha	Numeric, the level of statistical significance. Default 0.05.

privacytoolsproject/PSI-Library documentation built on Feb. 17, 2020, 2:03 p.m.