Sim6Way: Replicate Laplace Noise for 6-way table under the exact...

In jlivsey/Dvar: What the Package Does (One Line, Title Case)

Replicate Laplace Noise for 6-way table under the exact schema (hhgq, sex, Cenrace, age, hisp, geo).

Description

Replicate Laplace Noise for 6-way table under the exact schema (hhgq, sex, Cenrace, age, hisp, geo).

Usage

Sim6Way(Nrep, intab, eps, marPack, geoMod, queryMod, W = NULL)

Arguments

Nrep	Number of replication
intab	True values - array with 6 dimensions (last is geo)
eps	Laplace noise parameter. Privacy Budget
marPack	list of lists of vectors with margins to put in model. Workload of queries
geoMod	vector of weights for each geography in marPack
queryMod	vector of weights for each query in marPack
W	(optional) weight vector of same length as d + length(marPack) = total number of predictors.

Value

A list with the following:

• param - mean parameter estimates of Nrep replications

• rmse - Root mean square error of param estimates

• coefEsts - each row is coefficient estimates of a replicate

• noise - each column is the noise applied to the true table values

jlivsey/Dvar documentation built on July 13, 2024, 6:10 a.m.