censorParam: Censor the BLB parameters
In schwenzfeier/udp: Statistically Useful Differential Privacy
Description
Usage
Arguments
Value
Description
Censors \hat θ_p at Λ and -Λ and adds DP noise.
Usage
1
censorParam(param_vector, lambda, delta, epsilon, epsilon_alpha)
Arguments
param_vector
Vector of quantities of interest calculated on each BLB partition
lambda
Bounding parameter
delta
privacy parameter
epsilon
Privacy budget for QOI
epsilon_alpha
Privacy budget for alpha
Value
param_hat_dp
Censored QOI with added noise
param_noise
SE of noise added to param_hat_dp
a_1
Estimate of left-sided censoring \textbfNot currently used
a_2
Estimate of right-sided censoring \textbfNot currently used
alpha_noise
SE of noise to be added to primary_alpha
schwenzfeier/udp documentation built on April 1, 2021, 3:39 a.m.
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Description Usage Arguments Value
Description
Censors \hat θ_p at Λ and -Λ and adds DP noise.
Usage
1 | censorParam(param_vector, lambda, delta, epsilon, epsilon_alpha)
|
Arguments
param_vector |
Vector of quantities of interest calculated on each BLB partition |
lambda |
Bounding parameter |
delta |
privacy parameter |
epsilon |
Privacy budget for QOI |
epsilon_alpha |
Privacy budget for alpha |
Value
param_hat_dp |
Censored QOI with added noise |
param_noise |
SE of noise added to |
a_1 |
Estimate of left-sided censoring \textbfNot currently used |
a_2 |
Estimate of right-sided censoring \textbfNot currently used |
alpha_noise |
SE of noise to be added to |
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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