StatMatch1.4.3 package

Statistical Matching or Data Fusion

comb.samples

Statistical Matching of data from complex sample surveys

comp.cont

Compares two distributions of the same continuous variable

comp.prop

Compares two distributions of the same categorical variable

create.fused

Creates a matched (synthetic) dataset

create.imputed

Fills-in missing values in the recipient dataset with values observed ...

fact2dummy

Transforms a categorical variable in a set of dummy variables

Fbounds.pred

Estimates Frechet bounds for cells in the contingency table crossing t...

Fbwidths.by.x

Computes the Frechet bounds of cells in a contingency table by conside...

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 obs...

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

plotBounds

Graphical representation of the uncertainty bounds estimated through t...

plotCont

graphical comparison of the estimated distributions for the same conti...

plotTab

Graphical comparison of the estimated distributions for the same categ...

pw.assoc

Pairwise measures between categorical variables

RANDwNND.hotdeck

Random Distance hot deck.

rankNND.hotdeck

Rank distance hot deck method.

rho.bounds.pred

Estimates plausible values of the Pearson's correlation coefficient be...

rho.bounds

Estimates plausible values of the Pearson's correlation coefficient be...

SelMtc.by.unc

Identifies the best combination if matching variables in reducing unce...

StatMatch-package

Statistical Matching or Data Fusion

Integration of two data sources referred to the same target population which share a number of variables. 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.

  • Maintainer: Marcello D'Orazio
  • License: GPL (>= 2)
  • Last published: 2025-01-08