Description Usage Arguments Details Value See Also
View source: R/utilities-histogram.R
Function to find the epsilon value necessary to meet a desired level of accuracy for the differentially private histogram release.
1 2 | histogramGetEpsilon(mechanism, accuracy, delta = 10^-6, alpha = 0.05,
sensitivity)
|
mechanism |
A string indicating the mechanism that will be used to construct the histogram |
accuracy |
A numeric vector representing the accuracy needed to guarantee (percent). |
delta |
The probability of an arbitrary leakage of information from the data. Should be of length one and should be a very small value. Default to 10^-6. |
alpha |
A numeric vector of length one specifying the numeric statistical significance level. Default to 0.05. |
This calculation is the inverse of the calculation for 'histogramGetAccuracy'.
Differential privacy parameter epsilon
histogramGetAccuracy
for accuracy derivation
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.