diffatMedian: Determine the distance between CDFs at the median.

In CDF.PSIdekick: Evaluate Differentially Private Algorithms for Publishing Cumulative Distribution Functions

Description

Find the error (between 0 and 1) introduced by DP-Noise at the median

Usage

diffatMedian(Y, est, ...)

Arguments

Y	The vector output of a non-differentially private CDF computation (cumulative count bins)
est	The vector output of a differentially private CDF computation (cumulative count bins)
...	Optionally add additional parameters. This is primarily used to allow automated execution of varied diagnostic functions.

Value

The error at the .5 quantile

Examples

diffatMedian(c(.1,.2,.3,.4,.5,.6,.7,.8,.9,1), c(.1,.2,.3,.3,.3,.3,.3,.3,.4,1))

CDF.PSIdekick documentation built on May 30, 2017, 5:09 a.m.