Statistical Matching


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Documentation for package ‘StatMatch’ version 1.2.5

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StatMatch-package Statistical Matching or Data Fusion
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 by considering all the possible subsets of the common variables.
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 variables observed independently in two sample surveys referred to the same target population
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 Statistical Matching or Data Fusion