Learn R Programming

RESIDE (version 0.3.2)

Rapid Easy Synthesis to Inform Data Extraction

Description

Developed to assist researchers with planning analysis, prior to obtaining data from Trusted Research Environments (TREs) also known as safe havens. With functionality to export and import marginal distributions as well as synthesise data, both with and without correlations from these marginal distributions. Using a multivariate cumulative distribution (COPULA). Additionally the International Stroke Trial (IST) is included as an example dataset under ODC-By licence Sandercock et al. (2011) , Sandercock et al. (2011) .

Copy Link

Version

Install

install.packages('RESIDE')

Monthly Downloads

185

Version

0.3.2

License

GPL (>= 3)

Maintainer

Ryan Field

Last Published

October 17th, 2024

Functions in RESIDE (0.3.2)

print.RESIDE

print.RESIDE
RESIDE-package

RESIDE: Rapid Easy Synthesis to Inform Data Extraction
import_marginal_distributions

Import Marginal Distributions
get_marginal_distributions

Generate Marginal Distributions for a given data frame
IST

IST Dataset
import_cor_matrix

Import a correlation matrix
export_marginal_distributions

Export Marginal Distributions
synthesise_data

Synthesise data from marginal distributions
export_empty_cor_matrix

Export an empty correlation matrix