Other packages > Find by keyword >

rsdv  

Synthetic Tabular Data Generation with Gaussian Copulas
View on CRAN: Click here


Download and install rsdv package within the R console
Install from CRAN:
install.packages("rsdv")

Install from Github:
library("remotes")
install_github("cran/rsdv")

Install by package version:
library("remotes")
install_version("rsdv", "0.2.0")



Attach the package and use:
library("rsdv")
Maintained by
Kailas Venkitasubramanian
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-08
Latest Update: 2026-06-09
Description:
Generates synthetic tabular data from real datasets using Gaussian copula models, with parametric marginal selection for numerical columns and a cumulative-frequency embedding that brings categorical and boolean columns into the same joint copula. Includes a metadata system with column types and primary keys, declarative constraints enforced via rejection sampling, conditional sampling, and quality, validity and privacy reports modeled on those of the 'SDMetrics' library. Inspired by the Python 'SDV' (Synthetic Data Vault) library by 'DataCebo'; see Patki, Wedge and Veeramachaneni (2016) "The Synthetic Data Vault" <doi:10.1109/DSAA.2016.49>.
How to cite:
Kailas Venkitasubramanian (2026). rsdv: Synthetic Tabular Data Generation with Gaussian Copulas. R package version 0.2.0, https://cran.r-project.org/web/packages/rsdv. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:53), 0.1.0 (2026-06-08 17:00)
Other packages that cited rsdv R package
View rsdv citation profile
Other R packages that rsdv depends, imports, suggests or enhances
Complete documentation for rsdv
Functions, R codes and Examples using the rsdv R package
Full rsdv package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA