SAMUR: Stochastic Augmentation of Matched Data Using Restriction Methods
Version 0.6

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.

Getting started

Package details

AuthorMansour T.A. Sharabiani, Alireza S. Mahani
Date of publication2015-03-27 07:15:54
MaintainerAlireza S. Mahani <[email protected]>
LicenseGPL (>= 2)
Version0.6
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SAMUR")

Try the SAMUR package in your browser

Any scripts or data that you put into this service are public.

SAMUR documentation built on May 29, 2017, 6:58 p.m.