StdDiffpdf: Error in Standard Deviation from CDF

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

Description

Calculate difference between the private Standard Deviation and the original Standard Deviation (from CDFs)

Usage

StdDiffpdf(Y, est, range, gran)

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)
range	A vector length 2 containing user-specified min and max Note that the gran and range must be the same as used to make the DP-CDF!
gran	The smallest unit of measurement in the data (one [year] for a list of ages)
...	Optionally add additional parameters. This is primarily used to allow automated execution of varied diagnostic functions.

Value

A single difference value

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