stabilityGetAccuracy: Get accuracy for a stable statistic (only used for histogram...

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

Description

Function to find the accuracy guarantee of a stable statistic release at a given epsilon value.

Usage

stabilityGetAccuracy(sensitivity, epsilon, delta = 2^-30, alpha = 0.05)

Arguments

sensitivity	the sensitivity of the statistic
epsilon	A numeric vector representing the epsilon privacy parameter. Should be of length one and should be between zero and one.
delta	The probability of an arbitrary leakage of information from the data. Should be of length one and should be a very small value. Default to 2^-30.
alpha	A numeric vector specifying the statistical significance level.

Value

Accuracy guarantee for statistic release given epsilon.

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