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StatMatch (version 1.0.1)

Statistical Matching

Description

This package provides some R functions to perform statistical matching between two data sources sharing a number of common variables. Some functions can also be used to impute missing values in data sets through hot deck imputation methods. Methods to deal with data from complex sample surveys are available too.

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Version

Install

install.packages('StatMatch')

Monthly Downloads

1,008

Version

1.0.1

License

GPL (>= 2)

Maintainer

Marcello D'Orazio

Last Published

March 12th, 2011

Functions in StatMatch (1.0.1)

rankNND.hotdeck

Rank distance hot deck method for Statistical Matching.
maximum.dist

Computes the Maximum Distance
create.fused

Creates a matched (synthetic) dataset
fact2dummy

Transforms a categorical variable in a set of dummy variables
mixed.mtc

Statistical Matching via Mixed Methods
harmonize.x

Harmonizes the marginal (joint) distribution of a set of variables observed independently in two sample surveys on the same target population
NND.hotdeck

Distance Hot Deck Method for Statistical Matching
Fbwidths.by.x

Computes the Frechet bounds of cells in a contingency table by considering all the possible subsets of the common variables.
RANDwNND.hotdeck

Random Distance hot deck method for Statistical Matching.
comb.samples

Statistical Matching of data from complex sample surveys
gower.dist

Computes the Gower's Distance
Frechet.bounds.cat

Frechet bounds of cells in a contingency table