Canonne_test: Canonne Implementation

In diff-priv-ht/nonpmRegPkg: Implementation of Functions for "Test of Tests"

Canonne Implementation

Description

Implementation of Algorithm 3 in Canonne et al. (2019), which tests whether multivariate Gaussian data comes is centered at 0.

Usage

Canonne_test(data, epsilon, delta, alpha)

Arguments

data	An 'n' by 'd' dataframe where 'n' is the number of observations and 'd' is the number of dimensions.
epsilon	The privacy parameter.
delta	The privacy parameter.
alpha	As in the paper, this is the effect size the test should be able to detect. THIS IS NOT THE SIGNIFICANCE LEVEL!

Value

The result is either to "REJECT" or "FAIL TO REJECT" the null hypothesis.

diff-priv-ht/nonpmRegPkg documentation built on Feb. 6, 2023, 5:22 p.m.