laplaceGetEpsilon: Get epsilon for Laplace statistics
In IQSS/PSI-Library: Differentially Private Statistical Releases for Privacy Preservation
Description
Usage
Arguments
Details
Value
View source: R/utilities-laplace.R
View source: R/utilities-noise-generation.R
Description
Function to find the epsilon value necessary to meet a desired level of
accuracy for a statistic release.
Function to find the epsilon value necessary to meet a desired level of
accuracy for a statistic release.
Usage
1
2
3
laplaceGetEpsilon(sensitivity, accuracy, alpha = 0.05)
laplaceGetEpsilon(sensitivity, accuracy, alpha = 0.05)
Arguments
sensitivity
the sensitivity of the statistic
accuracy
A numeric vector representing the accuracy needed to
guarantee (percent).
alpha
A numeric vector specifying the statistical significance level.
sensitivity
the sensitivity of the statistic
accuracy
A numeric vector representing the accuracy needed to
guarantee (percent).
alpha
A numeric vector specifying the statistical significance level.
Details
This is a direct corollary of the accuracy guarantee of the accuracy derivation in
/extra_docs/accuracy/accuracy.pdf
Value
The scalar epsilon necessary to guarantee the needed accuracy.
The scalar epsilon necessary to guarantee the needed accuracy.
IQSS/PSI-Library documentation built on Feb. 15, 2020, 9:03 p.m.
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Description Usage Arguments Details Value
View source: R/utilities-laplace.R View source: R/utilities-noise-generation.R
Description
Function to find the epsilon value necessary to meet a desired level of accuracy for a statistic release.
Function to find the epsilon value necessary to meet a desired level of accuracy for a statistic release.
Usage
1 2 3 | laplaceGetEpsilon(sensitivity, accuracy, alpha = 0.05)
laplaceGetEpsilon(sensitivity, accuracy, alpha = 0.05)
|
Arguments
sensitivity |
the sensitivity of the statistic |
accuracy |
A numeric vector representing the accuracy needed to guarantee (percent). |
alpha |
A numeric vector specifying the statistical significance level. |
sensitivity |
the sensitivity of the statistic |
accuracy |
A numeric vector representing the accuracy needed to guarantee (percent). |
alpha |
A numeric vector specifying the statistical significance level. |
Details
This is a direct corollary of the accuracy guarantee of the accuracy derivation in /extra_docs/accuracy/accuracy.pdf
Value
The scalar epsilon necessary to guarantee the needed accuracy.
The scalar epsilon necessary to guarantee the needed accuracy.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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