HierarchyContributors: Counts of input code contributions

In GaussSuppression: Tabular Data Suppression using Gaussian Elimination

Counts of input code contributions

Description

Counts of input code contributions

Usage

HierarchyContributors(data, x, crossTable, hierarchies, inputInOutput = TRUE)

Arguments

data	input data
x	model matrix as created by ModelMatrix with data, hierarchies and inputInOutput as input
crossTable	crossTable as created by ModelMatrix with data, hierarchies and inputInOutput as input
hierarchies	Standardized hierarchies. That is, output from AutoHierarchies.
inputInOutput	ModelMatrix input.

Value

List of data frames of counts associated with crossTable

• min: Minimum number of times a contributing input code contributes

• max: Maximum number of times a contributing input code contributes

• n: Number of contributing input codes

• ac: Theoretical number of contributing input codes according to the hierarchy

Examples

z <- SSBtoolsData("sprt_emp_withEU")[-(1:3), ]
z$age[z$age == "Y15-29"] <- "young"
z$age[z$age == "Y30-64"] <- "old"
hi <- SSBtools::FindHierarchies(z[, -4])
inputInOutput <- c(TRUE, FALSE, FALSE)
mm <- SSBtools::ModelMatrix(z, hi, crossTable = TRUE, inputInOutput = inputInOutput)

out <- HierarchyContributors(z, mm$modelMatrix, mm$crossTable, hi, inputInOutput)

# The nonzero values are caused by the removed three data rows
cbind(mm$crossTable, out$max - out$min)
cbind(mm$crossTable, out$ac - out$n)

GaussSuppression documentation built on Sept. 24, 2024, 5:07 p.m.