Other packages > Find by keyword >

rcausim  

Generate Causally-Simulated Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rcausim", "0.1.1")



Attach the package and use:
library("rcausim")
Maintained by
Herdiantri Sufriyana
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-06-24
Latest Update: 2024-06-24
Description:
Generate causally-simulated data to serve as ground truth for evaluating methods in causal discovery and effect estimation. The package provides tools to assist in defining functions based on specified edges, and conversely, defining edges based on functions. It enables the generation of data according to these predefined functions and causal structures. This is particularly useful for researchers in fields such as artificial intelligence, statistics, biology, medicine, epidemiology, economics, and social sciences, who are developing a general or a domain-specific methods to discover causal structures and estimate causal effects. Data simulation adheres to principles of structural causal modeling. Detailed methodologies and examples are documented in our vignette, available at <https://htmlpreview.github.io/?https://github.com/herdiantrisufriyana/rcausim/blob/master/doc/causal_simulation_exemplar.html>.
How to cite:
Herdiantri Sufriyana (2024). rcausim: Generate Causally-Simulated Data. R package version 0.1.1, https://cran.r-project.org/web/packages/rcausim. Accessed 04 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited rcausim R package
View rcausim citation profile
Other R packages that rcausim depends, imports, suggests or enhances
Complete documentation for rcausim
Functions, R codes and Examples using the rcausim R package
Full rcausim package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

skilljaR  
Connect to Your 'Skilljar' Data
Functions that simplify calls to the 'Skilljar' API. See < ...
Download / Learn more Package Citations See dependency  
plotbb  
Grammar of Graphics for 'base' Plot
Proof of concept for implementing grammar of graphics using base plot. The bbplot() function initial ...
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  
rWishart  
Random Wishart Matrix Generation
An expansion of R's 'stats' random wishart matrix generation. This package allows the user to gener ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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