PB_power_norm: Exact power of PB for a normal test

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

Exact power of PB for a normal test

Description

The following function gives the exact theoretical power of the Pena-Barrientos method for a normal test.

Usage

PB_power_norm(
  epsilon,
  effect_size,
  n,
  d = 1,
  n_zeros = 0,
  alpha = 0.05,
  k = NA,
  alpha0 = NA
)

Arguments

epsilon	The privacy parameter
effect_size	The quotient of the parameter of interest (mu) and the standard deviation of the noise (sigma)
n	The sample size (number of rows)
d	The dimension (number of columns)
n_zeros	number of dimensions set to zero
alpha	The significance level
k, alpha0	Parameters of PB. If NULL, computed within the function

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