Convert a desired accuracy (tolerance) into a discrete Laplacian noise scale at a statistical significance level alpha.

accuracy_to_discrete_laplacian_scale in Rust documentation.

Usage

accuracy_to_discrete_laplacian_scale(accuracy, alpha, .T = NULL)

Arguments

accuracy

Desired accuracy. A tolerance for how far values may diverge from the input to the mechanism.

alpha

Statistical significance, level-alpha, or (1. - alpha)100% confidence. Must be within (0, 1].

.T

Data type of accuracy and alpha

Value

Discrete laplacian noise scale that meets the accuracy requirement at a given level-alpha.

Details

Proof Definition:

(Proof Document)