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: 2026-07-08 06:31:46 UTC; root
Repository: https://asmahani.r-universe.dev
Date/Publication: 2022-08-31 12:00:14 UTC
RemoteUrl: https://github.com/cran/SAMUR
RemoteRef: HEAD
RemoteSha: 6f77ba93fee3654d8416d25e7bba0f3f8ee4f3e3