CDF.PSIdekick (version 1.2)

MAE: Calculate the MAE of a dpCDF relative to that of the non-private CDF.

Description

Calculates the Mean Absolute Error area between the non-private CDF and the dpCDF

Usage

MAE(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 MAE

Examples

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