Differentially private covariance matrix
epsilon
Vector of epsilon values where the ith epsilon will be used for the ith covariance calculation in flattened lower triangle of covariance matrix. (The flattened output corresponds to the covariance matrix by proceeding proceeding top-to-bottom down each column of the lower triangular matrix including the diagonal.)
accuracy
Single accuracy value that will be used to compute each epsilon for each individual covariance calculation in the covariance matrix.
globalEps
Global epsilon to be split between all of the covariance calculations
epsilonDist
Vector of percentages (valued 0 to 1) that describes how global epsilon globalEps
should be
split for each covariance calculation.
accuracyVals
Vector of accuracy values where the ith accuracy will be used for the ith covariance calculation in flattened lower triangle of covariance matrix. (The flattened output corresponds to the covariance matrix by proceeding proceeding top-to-bottom down each column of the lower triangular matrix including the diagonal.)
formula
R formula for regression models
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