DummyHierarchy: Converting hierarchy specifications to a (signed) dummy...

In SSBtools: Statistics Norway's Miscellaneous Tools

Converting hierarchy specifications to a (signed) dummy matrix

Description

A matrix for mapping input codes (columns) to output codes (rows) are created. The elements of the matrix specify how columns contribute to rows.

Usage

DummyHierarchy(
  mapsFrom,
  mapsTo,
  sign,
  level,
  mapsInput = NULL,
  inputInOutput = FALSE,
  keepCodes = mapsFrom[integer(0)],
  unionComplement = FALSE,
  reOrder = FALSE
)

DummyHierarchies(
  hierarchies,
  data = NULL,
  inputInOutput = FALSE,
  unionComplement = FALSE,
  reOrder = FALSE
)

Arguments

mapsFrom	Character vector from hierarchy table
mapsTo	Character vector from hierarchy table
sign	Numeric vector of either 1 or -1 from hierarchy table
level	Numeric vector from hierarchy table
mapsInput	All codes in mapsFrom not in mapsTo (created automatically when NULL) and possibly other codes in input data.
inputInOutput	When FALSE all output rows represent codes in mapsTo
keepCodes	To prevent some codes to be removed when inputInOutput = FALSE
unionComplement	When TRUE, sign means union and complement instead of addition or subtraction (see note)
reOrder	When TRUE (FALSE is default) output codes are ordered differently, more similar to a usual model matrix ordering.
hierarchies	List of hierarchies
data	data

Details

DummyHierarchies is a user-friendly wrapper for the original function DummyHierarchy. Then, the logical input parameters are vectors (possibly recycled). mapsInput and keepCodes can be supplied as attributes. mapsInput will be generated when data is non-NULL.

Value

A sparse matrix with row and column and names

Note

With unionComplement = FALSE (default), the sign of each mapping specifies the contribution as addition or subtraction. Thus, values above one and negative values in output can occur. With unionComplement = TRUE, positive is treated as union and negative as complement. Then 0 and 1 are the only possible elements in the output matrix.

Author(s)

Øyvind Langsrud

Examples

# A hierarchy table
h <- SSBtoolsData("FIFA2018ABCD")

DummyHierarchy(h$mapsFrom, h$mapsTo, h$sign, h$level)
DummyHierarchy(h$mapsFrom, h$mapsTo, h$sign, h$level, inputInOutput = TRUE)
DummyHierarchy(h$mapsFrom, h$mapsTo, h$sign, h$level, keepCodes = c("Portugal", "Spain"))

# Extend the hierarchy table to illustrate the effect of unionComplement
h2 <- rbind(data.frame(mapsFrom = c("EU", "Schengen"), mapsTo = "EUandSchengen", 
                       sign = 1, level = 3), h)

DummyHierarchy(h2$mapsFrom, h2$mapsTo, h2$sign, h2$level)
DummyHierarchy(h2$mapsFrom, h2$mapsTo, h2$sign, h2$level, unionComplement = TRUE)

# Extend mapsInput - leading to zero columns.
DummyHierarchy(h$mapsFrom, h$mapsTo, h$sign, h$level,
               mapsInput = c(h$mapsFrom[!(h$mapsFrom %in% h$mapsTo)], "Norway", "Finland"))

# DummyHierarchies
DummyHierarchies(FindHierarchies(SSBtoolsData("sprt_emp_withEU")[, c("geo", "eu", "age")]), 
                 inputInOutput = c(FALSE, TRUE))

SSBtools documentation built on July 9, 2023, 6:16 p.m.