Canonne_power: Canonne Power

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

Canonne Power

Description

Determines the power of the test proposed by Canonne et al. by simulation.

Usage

Canonne_power(
  eff,
  n,
  n_zeros,
  d,
  epsilon,
  delta,
  alpha,
  nsims,
  mc.cores = detectCores() - 1,
  PC = FALSE
)

Arguments

eff	Determines the mean of the alternate distribution (which will be 'd - n_zeros' repetitions of 'eff').
n	Number of observations (number of rows of the database).
n_zeros	Number of dimensions (out of 'd') with no effect.
d	Number of dimensions (number of columns of the database).
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!
nsims	The number of times to run the test.
mc.cores	Number of cores used for parallelization.
PC	flag for whether or not computation is on a PC

Value

A double between 0 and 1.

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