Package: SAMUR
Type: Package
Title: Stochastic Augmentation of Matched Data Using Restriction
        Methods
Version: 1.1
Date: 2022-08-30
Author: Mansour T.A. Sharabiani, Alireza S. Mahani
Maintainer: Alireza S. Mahani <alireza.s.mahani@gmail.com>
Description: 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.
License: GPL (>= 2)
Imports: Matching
NeedsCompilation: no
Packaged: 2022-08-30 14:00:19 UTC; ubuntu
Repository: CRAN
Date/Publication: 2022-08-31 13:00:14 UTC
Built: R 4.6.0; ; 2026-04-25 22:08:45 UTC; unix
