Other packages > Find by keyword >

SynthTools  

Tools and Tests for Experiments with Partially Synthetic Data Sets
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SynthTools", "1.0.1")



Attach the package and use:
library("SynthTools")
Maintained by
Charlotte Looby
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-09-04
Latest Update: 2020-03-11
Description:
A set of functions to support experimentation in the utility of partially synthetic data sets.All functions compare an observed data set to one or a set of partially synthetic data sets derived from the observed data to (1) check that data sets have identical attributes, (2) calculate overall and specific variable perturbation rates, (3) check for potential logical inconsistencies, and (4) calculate confidence intervals and standard errors of desired variables in multiple imputed data sets. Confidence interval and standard error formulas have options for either synthetic data sets or multiple imputed data sets. For more information on the formulas and methods used, see Reiter & Raghunathan (2007) <doi:10.1198/016214507000000932>.
How to cite:
Charlotte Looby (2019). SynthTools: Tools and Tests for Experiments with Partially Synthetic Data Sets. R package version 1.0.1, https://cran.r-project.org/web/packages/SynthTools. Accessed 07 Jun. 2026.
Previous versions and publish date:
1.0.0 (2019-09-04 15:40)
Other packages that cited SynthTools R package
View SynthTools citation profile
Other R packages that SynthTools depends, imports, suggests or enhances
Complete documentation for SynthTools
Functions, R codes and Examples using the SynthTools R package
Some associated functions: ContCI . PPA . PPAm5 . PPAps1 . PPAps2 . PPAps3 . PPAps4 . PPAps5 . dataComp . logicCheck . oneCatCI . pertRates . twoCatCI . 
Some associated R codes: ContCI.R . data.R . dataComp.R . logicCheck.R . oneCatCI.R . pertRates.R . twoCatCI.R .  Full SynthTools package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gRain  
Bayesian Networks
Probability propagation in graphical independence networks, also known as Bayesian networks or prob ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
curtailment  
Finds Binary Outcome Designs Using Stochastic Curtailment
Finds single- and two-arm designs using stochastic curtailment, as described by Law et al. (2022) ...
Download / Learn more Package Citations See dependency  
cesR  
Access the Canadian Election Study Datasets
Makes accessing and loading the Canadian Election Study (, ...
Download / Learn more Package Citations See dependency  
keep  
Arrays with Better Control over Dimension Dropping
Provides arrays with flexible control over dimension dropping when subscripting. ...
Download / Learn more Package Citations See dependency  
xmlr  
Read, Write and Work with 'XML' Data
'XML' package for creating and reading and manipulating 'XML', with an object model based on 'Refere ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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