SAMUR: Stochastic Augmentation of Matched Data Using Restriction Methods

Augmenting a matched data set by generating multiple stochastic, matched samples from the data using a multi-dimensional histogram constructed from dropping the input matched data into a multi-dimensional grid built on the full data set. The resulting stochastic, matched sets will likely provide a collectively higher coverage of the full data set compared to the single matched set. Each stochastic match is without duplication, thus allowing downstream validation techniques such as cross-validation to be applied to each set without concern for overfitting.

Version: 0.6
Imports: Matching
Published: 2015-03-27
Author: Mansour T.A. Sharabiani, Alireza S. Mahani
Maintainer: Alireza S. Mahani <alireza.s.mahani at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: SAMUR results

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Reference manual: SAMUR.pdf
Package source: SAMUR_0.6.tar.gz
Windows binaries: r-devel: SAMUR_0.6.zip, r-release: SAMUR_0.6.zip, r-oldrel: SAMUR_0.6.zip
OS X El Capitan binaries: r-release: SAMUR_0.6.tgz
OS X Mavericks binaries: r-oldrel: SAMUR_0.6.tgz

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