StatMatch: Statistical Matching

Share:

Integration of two data sources referred to the same target population which share a number of common variables (aka data fusion). Some functions can also be used to impute missing values in data sets through hot deck imputation methods. Methods to perform statistical matching when dealing with data from complex sample surveys are available too.

Author
Marcello D'Orazio
Date of publication
2016-01-13 13:54:07
Maintainer
Marcello D'Orazio <madorazi@istat.it>
License
GPL (>= 2)
Version
1.2.4

View on CRAN

Man pages

comb.samples
Statistical Matching of data from complex sample surveys
comp.prop
Compares two distributions of categorical variables
create.fused
Creates a matched (synthetic) dataset
fact2dummy
Transforms a categorical variable in a set of dummy variables
Fbwidths.by.x
Computes the Frechet bounds of cells in a contingency table...
Frechet.bounds.cat
Frechet bounds of cells in a contingency table
gower.dist
Computes the Gower's Distance
harmonize.x
Harmonizes the marginal (joint) distribution of a set of...
mahalanobis.dist
Computes the Mahalanobis Distance
maximum.dist
Computes the Maximum Distance
mixed.mtc
Statistical Matching via Mixed Methods
NND.hotdeck
Distance Hot Deck method.
pBayes
Pseudo-Bayes estimates of cell probabilities
pw.assoc
Pairwise association measure between categorical variables
RANDwNND.hotdeck
Random Distance hot deck.
rankNND.hotdeck
Rank distance hot deck method.
samp.A
Artificial data set resembling EU-SILC survey
samp.B
Artificial data set resembling EU-SILC survey
samp.C
Artificial data set resembling EU-SILC survey
StatMatch-package
Statistical Matching or Data Fusion

Files in this package

StatMatch
StatMatch/inst
StatMatch/inst/doc
StatMatch/inst/doc/Statistical_Matching_with_StatMatch.pdf
StatMatch/inst/doc/Statistical_Matching_with_StatMatch.R
StatMatch/inst/doc/Statistical_Matching_with_StatMatch.Rnw
StatMatch/NAMESPACE
StatMatch/NEWS
StatMatch/data
StatMatch/data/samp.C.rda
StatMatch/data/samp.A.rda
StatMatch/data/samp.B.rda
StatMatch/R
StatMatch/R/pw.assoc.R
StatMatch/R/Frechet.bounds.cat.2.R
StatMatch/R/RANDwNND.hotdeck.R
StatMatch/R/create.fused.R
StatMatch/R/comb.samples.R
StatMatch/R/Fbwidths.by.x.R
StatMatch/R/mahalanobis.dist.R
StatMatch/R/NND.hotdeck.R
StatMatch/R/mixed.mtc.R
StatMatch/R/comp.prop.R
StatMatch/R/gower.dist.R
StatMatch/R/pBayes.R
StatMatch/R/harmonize.x.R
StatMatch/R/maximum.dist.R
StatMatch/R/rankNND_hotdeck.R
StatMatch/R/fact2dummy.R
StatMatch/vignettes
StatMatch/vignettes/Statistical_Matching_with_StatMatch.Rnw
StatMatch/MD5
StatMatch/build
StatMatch/build/vignette.rds
StatMatch/DESCRIPTION
StatMatch/man
StatMatch/man/create.fused.Rd
StatMatch/man/RANDwNND.hotdeck.Rd
StatMatch/man/StatMatch-package.Rd
StatMatch/man/maximum.dist.Rd
StatMatch/man/pBayes.Rd
StatMatch/man/samp.C.Rd
StatMatch/man/pw.assoc.Rd
StatMatch/man/Frechet.bounds.cat.Rd
StatMatch/man/mahalanobis.dist.Rd
StatMatch/man/NND.hotdeck.Rd
StatMatch/man/mixed.mtc.Rd
StatMatch/man/fact2dummy.Rd
StatMatch/man/comb.samples.Rd
StatMatch/man/comp.prop.Rd
StatMatch/man/rankNND.hotdeck.Rd
StatMatch/man/Fbwidths.by.x.Rd
StatMatch/man/samp.B.Rd
StatMatch/man/gower.dist.Rd
StatMatch/man/samp.A.Rd
StatMatch/man/harmonize.x.Rd