Other packages > Find by keyword >

fake  

Flexible Data Simulation Using the Multivariate Normal Distribution
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fake", "1.4.0")



Attach the package and use:
library("fake")
Maintained by
Barbara Bodinier
[Scholar Profile | Author Map]
First Published: 2022-08-09
Latest Update: 2023-04-13
Description:
This R package can be used to generate artificial data conditionally on pre-specified (simulated or user-defined) relationships between the variables and/or observations. Each observation is drawn from a multivariate Normal distribution where the mean vector and covariance matrix reflect the desired relationships. Outputs can be used to evaluate the performances of variable selection, graphical modelling, or clustering approaches by comparing the true and estimated structures (B Bodinier et al (2021) ).
How to cite:
Barbara Bodinier (2022). fake: Flexible Data Simulation Using the Multivariate Normal Distribution. R package version 1.4.0, https://cran.r-project.org/web/packages/fake. Accessed 07 Apr. 2025.
Previous versions and publish date:
1.0.0 (2022-08-09 14:40), 1.3.0 (2022-12-09 12:40)
Other packages that cited fake R package
View fake citation profile
Other R packages that fake depends, imports, suggests or enhances
Complete documentation for fake
Downloads during the last 30 days
03/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/06Downloads for fake24681012141618TrendBars

Today's Hot Picks in Authors and Packages

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  
nutriNetwork  
Structure Learning with Copula Graphical Model
Statistical tool for learning the structure of direct associations among variables for continuous d ...
Download / Learn more Package Citations See dependency  
ASMap  
Linkage Map Construction using the MSTmap Algorithm
Functions for Accurate and Speedy linkage map construction, manipulation and diagnosis of Doubled Ha ...
Download / Learn more Package Citations See dependency  
probout  
Unsupervised Multivariate Outlier Probabilities for Large Datasets
Estimates unsupervised outlier probabilities for multivariate numeric data with many observations fr ...
Download / Learn more Package Citations See dependency  
MetaAnalyser  
An Interactive Visualisation of Meta-Analysis as a Physical Weighing Machine
An interactive application to visualise meta-analysis data as a physical weighing machine. The inte ...
Download / Learn more Package Citations See dependency  
letsR  
Data Handling and Analysis in Macroecology
Handling, processing, and analyzing geographic data on species' distributions and environmental var ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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