p_val_Barr: Barrientos p-value

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

Barrientos p-value

Description

Function that computes the p-values from a running of the test proposed by Barrientos et al. for several choices of the truncation parameter.

Usage

p_val_Barr(df, groups, M, a_vector, epsilon, cdfs)

Arguments

df	A dataframe with the response variable as the first column and the remaining columns explanatory variables.
groups	A vector with the group number of each observation.
M	The number of subsamples.
a_vector	Vector of values of the truncation parameter.
epsilon	The privacy parameter.
cdfs	List of the CDFs for each level of truncation. Must be of equal length to 'a_vector'.

Value

The output will be a vector of length 'a_vector', where each entry correpsonds to the p-value from the test with that level of truncation.

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