dp_bootstrap_cdf: Wrapper function to generate dp cdf and bootstrapped cdfs...

In mneunhoe/dpBootstrap: What the Package Does (One Line, Title Case)

Wrapper function to generate dp cdf and bootstrapped cdfs from univariate input data x

Description

Wrapper function to generate dp cdf and bootstrapped cdfs from univariate input data x

Usage

dp_bootstrap_cdf(
  x,
  lower_bound,
  upper_bound,
  n_bins = 1000,
  excess_bins = TRUE,
  n = NULL,
  epsilon,
  delta,
  rho = NULL,
  B = 1000,
  project = FALSE,
  ...
)

Arguments

x	numeric input data
lower_bound	The lower bound of the data
upper_bound	The upper bound of the data
n	Number of observations in original data (if public).
epsilon	Privacy parameter epsilon
delta	Privacy parameter delta
rho	Privacy parameter rho (Either epsilon and delta or rho must be provided.)
B	Number of bootstrap repetitions.
...	Placeholder for potential additional arguments for the functions called within the wrapper.

Value

A dp cdf and bootstrap samples

mneunhoe/dpBootstrap documentation built on Feb. 10, 2023, 6:31 a.m.